id sid tid token lemma pos work_zhdjd7ouobhd3hosejfsdrnmfq 1 1 This this DT work_zhdjd7ouobhd3hosejfsdrnmfq 1 2 article article NN work_zhdjd7ouobhd3hosejfsdrnmfq 1 3 appeared appear VBD work_zhdjd7ouobhd3hosejfsdrnmfq 1 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 1 5 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 1 6 journal journal NN work_zhdjd7ouobhd3hosejfsdrnmfq 1 7 published publish VBN work_zhdjd7ouobhd3hosejfsdrnmfq 1 8 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 1 9 Elsevier Elsevier NNP work_zhdjd7ouobhd3hosejfsdrnmfq 1 10 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 2 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 2 2 attached attach VBN work_zhdjd7ouobhd3hosejfsdrnmfq 2 3 copy copy NN work_zhdjd7ouobhd3hosejfsdrnmfq 2 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 2 5 furnished furnish VBN work_zhdjd7ouobhd3hosejfsdrnmfq 2 6 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 2 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 2 8 author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 2 9 for for IN 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work_zhdjd7ouobhd3hosejfsdrnmfq 5 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 6 1 Authors author NNS work_zhdjd7ouobhd3hosejfsdrnmfq 6 2 requiring require VBG work_zhdjd7ouobhd3hosejfsdrnmfq 6 3 further further JJ work_zhdjd7ouobhd3hosejfsdrnmfq 6 4 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 6 5 regarding regard VBG work_zhdjd7ouobhd3hosejfsdrnmfq 6 6 Elsevier Elsevier NNP work_zhdjd7ouobhd3hosejfsdrnmfq 6 7 ’s ’s POS work_zhdjd7ouobhd3hosejfsdrnmfq 6 8 archiving archiving NN work_zhdjd7ouobhd3hosejfsdrnmfq 6 9 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 6 10 manuscript manuscript NN work_zhdjd7ouobhd3hosejfsdrnmfq 6 11 policies policy NNS work_zhdjd7ouobhd3hosejfsdrnmfq 6 12 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 6 13 encouraged encourage VBN work_zhdjd7ouobhd3hosejfsdrnmfq 6 14 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 6 15 visit visit VB work_zhdjd7ouobhd3hosejfsdrnmfq 6 16 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 6 17 http://www.elsevier.com/authorsrights http://www.elsevier.com/authorsrights ADD work_zhdjd7ouobhd3hosejfsdrnmfq 6 18 http://www.elsevier.com/authorsrights http://www.elsevier.com/authorsrights NNP work_zhdjd7ouobhd3hosejfsdrnmfq 6 19 Author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 6 20 's 's POS work_zhdjd7ouobhd3hosejfsdrnmfq 6 21 personal personal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 6 22 copy copy NN work_zhdjd7ouobhd3hosejfsdrnmfq 6 23 Proximity Proximity NNP work_zhdjd7ouobhd3hosejfsdrnmfq 6 24 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 6 25 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 6 26 link link JJ work_zhdjd7ouobhd3hosejfsdrnmfq 6 27 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 6 28 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 6 29 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 6 30 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 6 31 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 6 32 Paulo Paulo NNP work_zhdjd7ouobhd3hosejfsdrnmfq 6 33 R.S. R.S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 7 1 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 7 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 7 3 Ricardo Ricardo NNP work_zhdjd7ouobhd3hosejfsdrnmfq 7 4 B.C. B.C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 1 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 2 ⇑ ⇑ CD work_zhdjd7ouobhd3hosejfsdrnmfq 8 3 Center Center NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 8 5 Informatics Informatics NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 6 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 8 7 CIn CIn NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 8 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 8 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 8 10 Federal Federal NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 11 University University NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 12 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 8 13 Pernambuco Pernambuco NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 8 15 Recife Recife NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 8 17 PE PE NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 18 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 8 19 Brazil Brazil NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 20 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 8 21 r r NN work_zhdjd7ouobhd3hosejfsdrnmfq 8 22 t t NN work_zhdjd7ouobhd3hosejfsdrnmfq 8 23 i i NN work_zhdjd7ouobhd3hosejfsdrnmfq 8 24 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 8 25 l l NN work_zhdjd7ouobhd3hosejfsdrnmfq 8 26 e e NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 27 i i NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 28 n n CC work_zhdjd7ouobhd3hosejfsdrnmfq 8 29 f f NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 30 o o NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 31 Keywords Keywords NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 8 32 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 8 33 Link link VB work_zhdjd7ouobhd3hosejfsdrnmfq 8 34 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 8 35 Temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 8 36 events event VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 8 37 Neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 8 38 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 8 39 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 8 40 measures measure 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work_zhdjd7ouobhd3hosejfsdrnmfq 8 61 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 8 62 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 8 63 Social Social NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 64 Network Network NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 65 Analysis Analysis NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 66 field field NN work_zhdjd7ouobhd3hosejfsdrnmfq 8 67 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 8 68 deals deal VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 8 69 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 8 70 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 8 71 occur- occur- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 8 72 rence rence NN work_zhdjd7ouobhd3hosejfsdrnmfq 8 73 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 8 74 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 8 75 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 8 76 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 8 77 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 8 78 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 9 1 It -PRON- PRP 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work_zhdjd7ouobhd3hosejfsdrnmfq 10 16 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 10 17 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 10 18 e.g. e.g. RB work_zhdjd7ouobhd3hosejfsdrnmfq 10 19 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 10 20 path path NN work_zhdjd7ouobhd3hosejfsdrnmfq 10 21 distance distance NN work_zhdjd7ouobhd3hosejfsdrnmfq 10 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 10 23 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 10 24 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 10 25 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 10 26 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 10 27 non non JJ work_zhdjd7ouobhd3hosejfsdrnmfq 10 28 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 10 29 con- con- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 10 30 nected necte VBD work_zhdjd7ouobhd3hosejfsdrnmfq 10 31 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 10 32 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 10 33 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 10 34 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 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work_zhdjd7ouobhd3hosejfsdrnmfq 11 9 ordering order VBG work_zhdjd7ouobhd3hosejfsdrnmfq 11 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 11 11 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 11 12 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 11 13 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 11 14 according accord VBG work_zhdjd7ouobhd3hosejfsdrnmfq 11 15 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 11 16 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 11 17 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 11 18 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 11 19 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 12 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 12 2 limitation limitation NN work_zhdjd7ouobhd3hosejfsdrnmfq 12 3 usually usually RB work_zhdjd7ouobhd3hosejfsdrnmfq 12 4 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 12 5 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 12 6 previous previous JJ work_zhdjd7ouobhd3hosejfsdrnmfq 12 7 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 12 8 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 12 9 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 12 10 only only RB work_zhdjd7ouobhd3hosejfsdrnmfq 12 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 12 12 current current JJ work_zhdjd7ouobhd3hosejfsdrnmfq 12 13 state state NN work_zhdjd7ouobhd3hosejfsdrnmfq 12 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 12 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 12 16 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 12 17 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 12 18 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 12 19 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 12 20 compute compute VB work_zhdjd7ouobhd3hosejfsdrnmfq 12 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 12 22 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 12 23 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 12 24 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 12 25 without without IN work_zhdjd7ouobhd3hosejfsdrnmfq 12 26 taking take VBG work_zhdjd7ouobhd3hosejfsdrnmfq 12 27 any any DT work_zhdjd7ouobhd3hosejfsdrnmfq 12 28 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 12 29 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 12 30 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 12 31 account account NN work_zhdjd7ouobhd3hosejfsdrnmfq 12 32 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 12 33 i.e. i.e. FW work_zhdjd7ouobhd3hosejfsdrnmfq 12 34 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 12 35 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 12 36 static static JJ work_zhdjd7ouobhd3hosejfsdrnmfq 12 37 graph graph NN work_zhdjd7ouobhd3hosejfsdrnmfq 12 38 representa- representa- NN work_zhdjd7ouobhd3hosejfsdrnmfq 12 39 tion tion NN work_zhdjd7ouobhd3hosejfsdrnmfq 12 40 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 12 41 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 12 42 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 12 43 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 13 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 13 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 13 3 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 13 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 13 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 13 6 propose propose VBP work_zhdjd7ouobhd3hosejfsdrnmfq 13 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 13 8 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 13 9 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 13 10 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 13 11 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 13 12 link link JJ work_zhdjd7ouobhd3hosejfsdrnmfq 13 13 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 13 14 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 13 15 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 13 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 13 17 con- con- NN work_zhdjd7ouobhd3hosejfsdrnmfq 13 18 cept cept NN work_zhdjd7ouobhd3hosejfsdrnmfq 13 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 13 20 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 13 21 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 13 22 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 14 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 14 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 14 3 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 14 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 14 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 14 6 defined define VBD work_zhdjd7ouobhd3hosejfsdrnmfq 14 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 14 8 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 14 9 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 14 10 related relate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 14 11 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 14 12 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 14 13 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 14 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 14 15 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 14 16 according accord VBG work_zhdjd7ouobhd3hosejfsdrnmfq 14 17 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 14 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 14 19 creation creation NN work_zhdjd7ouobhd3hosejfsdrnmfq 14 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 14 21 maintenance maintenance NN work_zhdjd7ouobhd3hosejfsdrnmfq 14 22 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 14 23 interruption interruption NN work_zhdjd7ouobhd3hosejfsdrnmfq 14 24 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 14 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 14 26 relationship relationship NN work_zhdjd7ouobhd3hosejfsdrnmfq 14 27 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 14 28 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 14 29 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 14 30 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 14 31 consecutive consecutive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 14 32 periods period NNS work_zhdjd7ouobhd3hosejfsdrnmfq 14 33 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 14 34 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 14 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 15 1 We -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 15 2 proposed propose VBD work_zhdjd7ouobhd3hosejfsdrnmfq 15 3 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 15 4 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 15 5 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 15 6 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 15 7 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 15 8 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 15 9 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 15 10 updated update VBN work_zhdjd7ouobhd3hosejfsdrnmfq 15 11 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 15 12 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 15 13 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 15 14 rewarding reward VBG work_zhdjd7ouobhd3hosejfsdrnmfq 15 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 15 16 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 15 17 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 15 18 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 15 19 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 15 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 15 21 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 15 22 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 15 23 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 15 24 under under IN work_zhdjd7ouobhd3hosejfsdrnmfq 15 25 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 15 26 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 15 27 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 15 28 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 15 29 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 16 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 16 2 assigned assigned JJ work_zhdjd7ouobhd3hosejfsdrnmfq 16 3 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 16 4 depend depend VBP work_zhdjd7ouobhd3hosejfsdrnmfq 16 5 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 16 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 16 7 type type NN work_zhdjd7ouobhd3hosejfsdrnmfq 16 8 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 16 9 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 16 10 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 16 11 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 16 12 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 16 13 e.g. e.g. RB work_zhdjd7ouobhd3hosejfsdrnmfq 16 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 16 15 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 16 16 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 16 17 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 16 18 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 16 19 conserved conserve VBN work_zhdjd7ouobhd3hosejfsdrnmfq 16 20 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 16 21 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 16 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 16 23 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 16 24 positive positive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 16 25 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 16 26 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 16 27 assigned assign VBN work_zhdjd7ouobhd3hosejfsdrnmfq 16 28 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 16 29 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 17 1 Hence hence RB work_zhdjd7ouobhd3hosejfsdrnmfq 17 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 17 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 17 4 dynamics dynamic NNS work_zhdjd7ouobhd3hosejfsdrnmfq 17 5 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 17 6 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 17 7 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 17 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 17 9 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 17 10 evolves evolve NNS work_zhdjd7ouobhd3hosejfsdrnmfq 17 11 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 17 12 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 17 13 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 17 14 update update VB work_zhdjd7ouobhd3hosejfsdrnmfq 17 15 representative representative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 17 16 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 17 17 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 17 18 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 17 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 17 20 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 17 21 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 17 22 rewarding rewarding JJ work_zhdjd7ouobhd3hosejfsdrnmfq 17 23 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 17 24 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 17 25 formed form VBD work_zhdjd7ouobhd3hosejfsdrnmfq 17 26 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 17 27 preserved preserve VBD work_zhdjd7ouobhd3hosejfsdrnmfq 17 28 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 17 29 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 17 30 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 17 31 penalizing penalize VBG work_zhdjd7ouobhd3hosejfsdrnmfq 17 32 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 17 33 ones one NNS work_zhdjd7ouobhd3hosejfsdrnmfq 17 34 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 17 35 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 17 36 no no RB work_zhdjd7ouobhd3hosejfsdrnmfq 17 37 longer long RBR work_zhdjd7ouobhd3hosejfsdrnmfq 17 38 connected connect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 17 39 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 18 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 18 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 18 3 performed perform VBN work_zhdjd7ouobhd3hosejfsdrnmfq 18 4 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 18 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 18 6 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 18 7 evaluated evaluate VBD work_zhdjd7ouobhd3hosejfsdrnmfq 18 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 18 9 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 18 10 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 18 11 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 18 12 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 18 13 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 18 14 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 18 15 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 18 16 scenarios scenario NNS work_zhdjd7ouobhd3hosejfsdrnmfq 18 17 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 18 18 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 18 19 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 18 20 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 18 21 co co NN work_zhdjd7ouobhd3hosejfsdrnmfq 18 22 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 18 23 authorship authorship JJ work_zhdjd7ouobhd3hosejfsdrnmfq 18 24 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 18 25 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 19 1 Promising promising JJ work_zhdjd7ouobhd3hosejfsdrnmfq 19 2 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 19 3 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 19 4 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 19 5 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 19 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 19 7 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 19 8 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 19 9 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 19 10 compared compare VBN work_zhdjd7ouobhd3hosejfsdrnmfq 19 11 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 19 12 both both CC work_zhdjd7ouobhd3hosejfsdrnmfq 19 13 static static JJ work_zhdjd7ouobhd3hosejfsdrnmfq 19 14 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 19 15 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 19 16 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 19 17 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 19 18 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 19 19 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 19 20 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 19 21 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 19 22 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 19 23 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 19 24 competitive competitive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 19 25 method method NN work_zhdjd7ouobhd3hosejfsdrnmfq 19 26 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 19 27 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 19 28 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 19 29 deploys deploy VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 19 30 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 19 31 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 19 32 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 19 33 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 19 34 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 19 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 20 1 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 20 2 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 20 3 Elsevier Elsevier NNP work_zhdjd7ouobhd3hosejfsdrnmfq 20 4 Ltd. Ltd. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 20 5 All all DT work_zhdjd7ouobhd3hosejfsdrnmfq 20 6 rights right NNS work_zhdjd7ouobhd3hosejfsdrnmfq 20 7 reserved reserve VBN work_zhdjd7ouobhd3hosejfsdrnmfq 20 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 21 1 1 1 LS work_zhdjd7ouobhd3hosejfsdrnmfq 21 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 22 1 Introduction introduction NN work_zhdjd7ouobhd3hosejfsdrnmfq 22 2 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 22 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 22 4 amount amount NN work_zhdjd7ouobhd3hosejfsdrnmfq 22 5 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 22 6 interaction interaction NN work_zhdjd7ouobhd3hosejfsdrnmfq 22 7 among among IN work_zhdjd7ouobhd3hosejfsdrnmfq 22 8 individuals individual NNS work_zhdjd7ouobhd3hosejfsdrnmfq 22 9 increases increase VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 22 10 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 22 11 vir- vir- RB work_zhdjd7ouobhd3hosejfsdrnmfq 22 12 tual tual JJ work_zhdjd7ouobhd3hosejfsdrnmfq 22 13 environments environment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 22 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 22 15 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 22 16 useful useful JJ work_zhdjd7ouobhd3hosejfsdrnmfq 22 17 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 22 18 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 22 19 become become VBP work_zhdjd7ouobhd3hosejfsdrnmfq 22 20 available available JJ work_zhdjd7ouobhd3hosejfsdrnmfq 22 21 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 22 22 serv- serv- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 22 23 ing ing NNP work_zhdjd7ouobhd3hosejfsdrnmfq 22 24 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 22 25 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 22 26 basis basis NN work_zhdjd7ouobhd3hosejfsdrnmfq 22 27 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 22 28 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 22 29 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 22 30 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 22 31 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 23 1 Social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 23 2 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 23 3 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 23 4 structures structure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 23 5 composed compose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 23 6 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 23 7 individuals individual NNS work_zhdjd7ouobhd3hosejfsdrnmfq 23 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 23 9 entities entity NNS work_zhdjd7ouobhd3hosejfsdrnmfq 23 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 23 11 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 23 12 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 23 13 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 23 14 con- con- NN work_zhdjd7ouobhd3hosejfsdrnmfq 23 15 nected necte VBN work_zhdjd7ouobhd3hosejfsdrnmfq 23 16 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 23 17 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 23 18 forms form NNS work_zhdjd7ouobhd3hosejfsdrnmfq 23 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 23 20 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 23 21 relationship relationship NN work_zhdjd7ouobhd3hosejfsdrnmfq 23 22 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 23 23 such such JJ work_zhdjd7ouobhd3hosejfsdrnmfq 23 24 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 23 25 friendship friendship NN work_zhdjd7ouobhd3hosejfsdrnmfq 23 26 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 23 27 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 23 28 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 23 29 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 23 30 individuals individual NNS work_zhdjd7ouobhd3hosejfsdrnmfq 23 31 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 23 32 connected connect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 23 33 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 23 34 they -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 23 35 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 23 36 friends friend NNS work_zhdjd7ouobhd3hosejfsdrnmfq 23 37 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 23 38 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 23 39 Ama- ama- DT work_zhdjd7ouobhd3hosejfsdrnmfq 23 40 ral ral NN work_zhdjd7ouobhd3hosejfsdrnmfq 23 41 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 23 42 Scala Scala NNP work_zhdjd7ouobhd3hosejfsdrnmfq 23 43 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 23 44 Barthelemy Barthelemy NNP work_zhdjd7ouobhd3hosejfsdrnmfq 23 45 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 23 46 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 23 47 Stanley Stanley NNP work_zhdjd7ouobhd3hosejfsdrnmfq 23 48 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 23 49 2000 2000 CD work_zhdjd7ouobhd3hosejfsdrnmfq 23 50 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 23 51 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 24 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 24 2 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 24 3 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 24 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 24 5 connec- connec- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 24 6 tions tion NNS work_zhdjd7ouobhd3hosejfsdrnmfq 24 7 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 24 8 entities entity NNS work_zhdjd7ouobhd3hosejfsdrnmfq 24 9 tend tend VBP work_zhdjd7ouobhd3hosejfsdrnmfq 24 10 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 24 11 appear appear VB work_zhdjd7ouobhd3hosejfsdrnmfq 24 12 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 24 13 disappear disappear VB work_zhdjd7ouobhd3hosejfsdrnmfq 24 14 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 24 15 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 24 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 24 17 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 24 18 turns turn VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 24 19 them -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 24 20 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 24 21 highly highly RB work_zhdjd7ouobhd3hosejfsdrnmfq 24 22 dynamic dynamic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 24 23 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 24 24 complex complex JJ work_zhdjd7ouobhd3hosejfsdrnmfq 24 25 systems system NNS work_zhdjd7ouobhd3hosejfsdrnmfq 24 26 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 25 1 Social Social NNP work_zhdjd7ouobhd3hosejfsdrnmfq 25 2 Net- Net- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 25 3 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 25 4 Analysis Analysis NNP work_zhdjd7ouobhd3hosejfsdrnmfq 25 5 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 25 6 SNA SNA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 25 7 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 25 8 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 25 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 25 10 broad broad JJ work_zhdjd7ouobhd3hosejfsdrnmfq 25 11 field field NN work_zhdjd7ouobhd3hosejfsdrnmfq 25 12 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 25 13 research research NN work_zhdjd7ouobhd3hosejfsdrnmfq 25 14 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 25 15 tries try VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 25 16 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 25 17 deal deal VB work_zhdjd7ouobhd3hosejfsdrnmfq 25 18 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 25 19 such such JJ work_zhdjd7ouobhd3hosejfsdrnmfq 25 20 complexity complexity NN work_zhdjd7ouobhd3hosejfsdrnmfq 25 21 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 25 22 Wasserman Wasserman NNP work_zhdjd7ouobhd3hosejfsdrnmfq 25 23 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 25 24 Faust Faust NNP work_zhdjd7ouobhd3hosejfsdrnmfq 25 25 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 25 26 1994 1994 CD work_zhdjd7ouobhd3hosejfsdrnmfq 25 27 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 25 28 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 26 1 Several several JJ work_zhdjd7ouobhd3hosejfsdrnmfq 26 2 tasks task NNS work_zhdjd7ouobhd3hosejfsdrnmfq 26 3 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 26 4 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 26 5 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 26 6 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 26 7 SNA SNA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 26 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 27 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 27 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 27 3 paper paper NN work_zhdjd7ouobhd3hosejfsdrnmfq 27 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 27 5 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 27 6 specific specific JJ work_zhdjd7ouobhd3hosejfsdrnmfq 27 7 aim aim NN work_zhdjd7ouobhd3hosejfsdrnmfq 27 8 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 27 9 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 27 10 inves- inves- NNS work_zhdjd7ouobhd3hosejfsdrnmfq 27 11 tigate tigate VB work_zhdjd7ouobhd3hosejfsdrnmfq 27 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 27 13 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 27 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 27 15 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 27 16 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 27 17 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 27 18 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 27 19 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 27 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 27 21 that that RB work_zhdjd7ouobhd3hosejfsdrnmfq 27 22 is is RB work_zhdjd7ouobhd3hosejfsdrnmfq 27 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 27 24 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 27 25 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 27 26 fo- fo- RB work_zhdjd7ouobhd3hosejfsdrnmfq 27 27 cused cuse VBN work_zhdjd7ouobhd3hosejfsdrnmfq 27 28 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 27 29 predicting predict VBG work_zhdjd7ouobhd3hosejfsdrnmfq 27 30 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 27 31 most most RBS work_zhdjd7ouobhd3hosejfsdrnmfq 27 32 probable probable JJ work_zhdjd7ouobhd3hosejfsdrnmfq 27 33 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 27 34 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 27 35 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 27 36 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 27 37 previous previous JJ work_zhdjd7ouobhd3hosejfsdrnmfq 27 38 states state NNS work_zhdjd7ouobhd3hosejfsdrnmfq 27 39 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 27 40 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 27 41 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 27 42 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 28 1 This this DT work_zhdjd7ouobhd3hosejfsdrnmfq 28 2 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 28 3 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 28 4 well well RB work_zhdjd7ouobhd3hosejfsdrnmfq 28 5 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 28 6 known know VBN work_zhdjd7ouobhd3hosejfsdrnmfq 28 7 problem problem NN work_zhdjd7ouobhd3hosejfsdrnmfq 28 8 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 28 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 28 10 SNA SNA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 28 11 field field NN work_zhdjd7ouobhd3hosejfsdrnmfq 28 12 called call VBD work_zhdjd7ouobhd3hosejfsdrnmfq 28 13 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 28 14 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 28 15 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 28 16 Hasan Hasan NNP work_zhdjd7ouobhd3hosejfsdrnmfq 28 17 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 28 18 Chaoji Chaoji NNP work_zhdjd7ouobhd3hosejfsdrnmfq 28 19 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 28 20 Salem Salem NNP work_zhdjd7ouobhd3hosejfsdrnmfq 28 21 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 28 22 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 28 23 Zaki Zaki NNP work_zhdjd7ouobhd3hosejfsdrnmfq 28 24 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 28 25 2006 2006 CD work_zhdjd7ouobhd3hosejfsdrnmfq 28 26 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 28 27 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 29 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 29 2 lot lot NN work_zhdjd7ouobhd3hosejfsdrnmfq 29 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 29 4 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 29 5 has have VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 29 6 been be VBN work_zhdjd7ouobhd3hosejfsdrnmfq 29 7 devoted devote VBN work_zhdjd7ouobhd3hosejfsdrnmfq 29 8 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 29 9 cope cope VB work_zhdjd7ouobhd3hosejfsdrnmfq 29 10 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 29 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 29 12 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 29 13 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 29 14 problem problem NN work_zhdjd7ouobhd3hosejfsdrnmfq 29 15 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 29 16 Getoor Getoor NNP work_zhdjd7ouobhd3hosejfsdrnmfq 29 17 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 29 18 Diehl Diehl NNP work_zhdjd7ouobhd3hosejfsdrnmfq 29 19 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 29 20 2005 2005 CD work_zhdjd7ouobhd3hosejfsdrnmfq 29 21 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 29 22 Wang Wang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 29 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 29 24 Satuluri Satuluri NNP work_zhdjd7ouobhd3hosejfsdrnmfq 29 25 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 29 26 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 29 27 Parthasarathy Parthasarathy NNP work_zhdjd7ouobhd3hosejfsdrnmfq 29 28 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 29 29 2007 2007 CD work_zhdjd7ouobhd3hosejfsdrnmfq 29 30 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 29 31 Xiang Xiang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 29 32 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 29 33 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 29 34 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 29 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 30 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 30 2 majority majority NN work_zhdjd7ouobhd3hosejfsdrnmfq 30 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 30 4 previous previous JJ work_zhdjd7ouobhd3hosejfsdrnmfq 30 5 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 30 6 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 30 7 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 30 8 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 30 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 30 10 application application NN work_zhdjd7ouobhd3hosejfsdrnmfq 30 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 30 12 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 30 13 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 30 14 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 30 15 non non JJ work_zhdjd7ouobhd3hosejfsdrnmfq 30 16 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 30 17 connected connected JJ work_zhdjd7ouobhd3hosejfsdrnmfq 30 18 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 30 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 30 20 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 30 21 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 30 22 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 30 23 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 30 24 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 30 25 present present JJ work_zhdjd7ouobhd3hosejfsdrnmfq 30 26 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 30 27 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 30 28 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 30 29 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 30 30 predict predict VB work_zhdjd7ouobhd3hosejfsdrnmfq 30 31 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 30 32 con- con- NN work_zhdjd7ouobhd3hosejfsdrnmfq 30 33 nections nection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 30 34 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 30 35 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 30 36 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 30 37 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 31 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 31 2 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 3 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 31 4 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 31 5 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 31 6 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 31 7 asso- asso- VB work_zhdjd7ouobhd3hosejfsdrnmfq 31 8 ciate ciate NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 9 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 31 10 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 31 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 31 12 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 31 13 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 31 14 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 31 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 31 16 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 31 17 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 31 18 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 31 19 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 31 20 either either RB work_zhdjd7ouobhd3hosejfsdrnmfq 31 21 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 31 22 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 31 23 1 1 LS work_zhdjd7ouobhd3hosejfsdrnmfq 31 24 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 31 25 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 31 26 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 31 27 unsupervised unsupervised JJ work_zhdjd7ouobhd3hosejfsdrnmfq 31 28 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 29 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 31 30 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 31 31 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 31 32 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 31 33 chosen choose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 31 34 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 35 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 31 36 simply simply RB work_zhdjd7ouobhd3hosejfsdrnmfq 31 37 ordered order VBN work_zhdjd7ouobhd3hosejfsdrnmfq 31 38 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 31 39 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 31 40 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 31 41 predicted predict VBN work_zhdjd7ouobhd3hosejfsdrnmfq 31 42 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 31 43 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 31 44 top top JJ work_zhdjd7ouobhd3hosejfsdrnmfq 31 45 ranked rank VBN work_zhdjd7ouobhd3hosejfsdrnmfq 31 46 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 31 47 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 31 48 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 31 49 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 31 50 2 2 LS work_zhdjd7ouobhd3hosejfsdrnmfq 31 51 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 31 52 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 31 53 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 31 54 super- super- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 31 55 vised vise VBN work_zhdjd7ouobhd3hosejfsdrnmfq 31 56 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 57 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 31 58 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 31 59 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 31 60 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 31 61 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 62 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 63 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 31 64 treated treat VBN work_zhdjd7ouobhd3hosejfsdrnmfq 31 65 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 31 66 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 31 67 classi- classi- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 31 68 fication fication NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 69 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 70 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 31 71 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 31 72 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 31 73 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 31 74 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 31 75 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 31 76 predictor predictor NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 77 attributes attribute NNS work_zhdjd7ouobhd3hosejfsdrnmfq 31 78 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 31 79 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 31 80 learning learn VBG work_zhdjd7ouobhd3hosejfsdrnmfq 31 81 algorithm algorithm NN work_zhdjd7ouobhd3hosejfsdrnmfq 31 82 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 32 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 32 2 limitation limitation NN work_zhdjd7ouobhd3hosejfsdrnmfq 32 3 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 32 4 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 32 5 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 32 6 pointed point VBN work_zhdjd7ouobhd3hosejfsdrnmfq 32 7 out out RP work_zhdjd7ouobhd3hosejfsdrnmfq 32 8 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 32 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 32 10 previous previous JJ work_zhdjd7ouobhd3hosejfsdrnmfq 32 11 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 32 12 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 32 13 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 32 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 32 15 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 32 16 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 32 17 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 32 18 usually usually RB work_zhdjd7ouobhd3hosejfsdrnmfq 32 19 calcu- calcu- VBG work_zhdjd7ouobhd3hosejfsdrnmfq 32 20 lated late VBN work_zhdjd7ouobhd3hosejfsdrnmfq 32 21 without without IN work_zhdjd7ouobhd3hosejfsdrnmfq 32 22 taking take VBG work_zhdjd7ouobhd3hosejfsdrnmfq 32 23 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 32 24 account account NN work_zhdjd7ouobhd3hosejfsdrnmfq 32 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 32 26 evolution evolution NN work_zhdjd7ouobhd3hosejfsdrnmfq 32 27 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 32 28 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 32 29 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 32 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 33 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 33 2 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 33 3 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 33 4 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 33 5 computed compute VBN work_zhdjd7ouobhd3hosejfsdrnmfq 33 6 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 33 7 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 33 8 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 33 9 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 33 10 up up IN work_zhdjd7ouobhd3hosejfsdrnmfq 33 11 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 33 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 33 13 present present JJ work_zhdjd7ouobhd3hosejfsdrnmfq 33 14 moment moment NN work_zhdjd7ouobhd3hosejfsdrnmfq 33 15 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 33 16 i.e. i.e. FW work_zhdjd7ouobhd3hosejfsdrnmfq 33 17 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 33 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 33 19 current current JJ work_zhdjd7ouobhd3hosejfsdrnmfq 33 20 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 33 21 state state NN work_zhdjd7ouobhd3hosejfsdrnmfq 33 22 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 33 23 without without IN work_zhdjd7ouobhd3hosejfsdrnmfq 33 24 considering consider VBG work_zhdjd7ouobhd3hosejfsdrnmfq 33 25 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 33 26 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 33 27 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 33 28 created create VBN work_zhdjd7ouobhd3hosejfsdrnmfq 33 29 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 34 1 Hence hence RB work_zhdjd7ouobhd3hosejfsdrnmfq 34 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 34 3 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 34 4 potentially potentially RB work_zhdjd7ouobhd3hosejfsdrnmfq 34 5 useful useful JJ work_zhdjd7ouobhd3hosejfsdrnmfq 34 6 source source NN work_zhdjd7ouobhd3hosejfsdrnmfq 34 7 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 34 8 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 34 9 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 34 10 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 34 11 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 34 12 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 34 13 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 34 14 adequately adequately RB work_zhdjd7ouobhd3hosejfsdrnmfq 34 15 leveraged leveraged JJ work_zhdjd7ouobhd3hosejfsdrnmfq 34 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 35 1 0957 0957 CD work_zhdjd7ouobhd3hosejfsdrnmfq 35 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 35 3 4174/$ 4174/$ CD work_zhdjd7ouobhd3hosejfsdrnmfq 35 4 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 35 5 see see VB work_zhdjd7ouobhd3hosejfsdrnmfq 35 6 front front JJ work_zhdjd7ouobhd3hosejfsdrnmfq 35 7 matter matter NN work_zhdjd7ouobhd3hosejfsdrnmfq 35 8 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 35 9 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 35 10 Elsevier Elsevier NNP work_zhdjd7ouobhd3hosejfsdrnmfq 35 11 Ltd. Ltd. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 35 12 All all DT work_zhdjd7ouobhd3hosejfsdrnmfq 35 13 rights right NNS work_zhdjd7ouobhd3hosejfsdrnmfq 35 14 reserved reserve VBN work_zhdjd7ouobhd3hosejfsdrnmfq 35 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 36 1 http://dx.doi.org/10.1016/j.eswa.2013.06.016 http://dx.doi.org/10.1016/j.eswa.2013.06.016 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 36 2 ⇑ ⇑ CD work_zhdjd7ouobhd3hosejfsdrnmfq 36 3 Corresponding Corresponding NNP work_zhdjd7ouobhd3hosejfsdrnmfq 36 4 author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 36 5 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 37 1 Tel tel NN work_zhdjd7ouobhd3hosejfsdrnmfq 37 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 38 1 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 38 2 +55 +55 NFP work_zhdjd7ouobhd3hosejfsdrnmfq 38 3 8121268430 8121268430 CD work_zhdjd7ouobhd3hosejfsdrnmfq 38 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 39 1 E e NN work_zhdjd7ouobhd3hosejfsdrnmfq 39 2 - - NN work_zhdjd7ouobhd3hosejfsdrnmfq 39 3 mail mail NN work_zhdjd7ouobhd3hosejfsdrnmfq 39 4 addresses address NNS work_zhdjd7ouobhd3hosejfsdrnmfq 39 5 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 39 6 prss@cin.ufpe.br prss@cin.ufpe.br NNP work_zhdjd7ouobhd3hosejfsdrnmfq 39 7 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 39 8 P.R.S. P.R.S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 40 1 Soares soare NNS work_zhdjd7ouobhd3hosejfsdrnmfq 40 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 40 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 40 4 rbcp@cin.ufpe.br rbcp@cin.ufpe.br NNP work_zhdjd7ouobhd3hosejfsdrnmfq 40 5 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 40 6 R.B.C. R.B.C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 41 1 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 41 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 41 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 42 1 Expert expert NN work_zhdjd7ouobhd3hosejfsdrnmfq 42 2 Systems system NNS work_zhdjd7ouobhd3hosejfsdrnmfq 42 3 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 42 4 Applications Applications NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 42 5 40 40 CD work_zhdjd7ouobhd3hosejfsdrnmfq 42 6 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 42 7 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 42 8 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 42 9 6652–6660 6652–6660 CD work_zhdjd7ouobhd3hosejfsdrnmfq 42 10 Contents Contents NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 11 lists list NNS work_zhdjd7ouobhd3hosejfsdrnmfq 42 12 available available JJ work_zhdjd7ouobhd3hosejfsdrnmfq 42 13 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 42 14 SciVerse SciVerse NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 15 ScienceDirect ScienceDirect NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 16 Expert Expert NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 17 Systems Systems NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 42 18 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 42 19 Applications Applications NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 42 20 j j NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 21 o o NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 22 u u NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 23 r r NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 24 n n CC work_zhdjd7ouobhd3hosejfsdrnmfq 42 25 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 42 26 l l NN work_zhdjd7ouobhd3hosejfsdrnmfq 42 27 h h NN work_zhdjd7ouobhd3hosejfsdrnmfq 42 28 o o NN work_zhdjd7ouobhd3hosejfsdrnmfq 42 29 m m NN work_zhdjd7ouobhd3hosejfsdrnmfq 42 30 e e NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 31 p p NN work_zhdjd7ouobhd3hosejfsdrnmfq 42 32 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 42 33 g g NN work_zhdjd7ouobhd3hosejfsdrnmfq 42 34 e e NN work_zhdjd7ouobhd3hosejfsdrnmfq 42 35 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 42 36 w w NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 37 w w NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 38 w w NNP work_zhdjd7ouobhd3hosejfsdrnmfq 42 39 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 43 1 e e NNP work_zhdjd7ouobhd3hosejfsdrnmfq 43 2 l l NNP work_zhdjd7ouobhd3hosejfsdrnmfq 43 3 s s NNP work_zhdjd7ouobhd3hosejfsdrnmfq 43 4 e e NNP work_zhdjd7ouobhd3hosejfsdrnmfq 43 5 v v NNP work_zhdjd7ouobhd3hosejfsdrnmfq 43 6 i i NNP work_zhdjd7ouobhd3hosejfsdrnmfq 43 7 e e NNP work_zhdjd7ouobhd3hosejfsdrnmfq 43 8 r r NNP work_zhdjd7ouobhd3hosejfsdrnmfq 43 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 44 1 c c NNP work_zhdjd7ouobhd3hosejfsdrnmfq 44 2 o o NNP work_zhdjd7ouobhd3hosejfsdrnmfq 44 3 m m NNP work_zhdjd7ouobhd3hosejfsdrnmfq 44 4 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 44 5 l l NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 6 o o NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 7 c c NNP work_zhdjd7ouobhd3hosejfsdrnmfq 44 8 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 44 9 t t NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 10 e e NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 11 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 44 12 e e NNP work_zhdjd7ouobhd3hosejfsdrnmfq 44 13 s s NNP work_zhdjd7ouobhd3hosejfsdrnmfq 44 14 w w NNP work_zhdjd7ouobhd3hosejfsdrnmfq 44 15 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 44 16 Author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 17 's 's POS work_zhdjd7ouobhd3hosejfsdrnmfq 44 18 personal personal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 44 19 copy copy NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 20 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 44 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 44 22 current current JJ work_zhdjd7ouobhd3hosejfsdrnmfq 44 23 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 24 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 44 25 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 44 26 propose propose VBP work_zhdjd7ouobhd3hosejfsdrnmfq 44 27 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 44 28 novel novel JJ work_zhdjd7ouobhd3hosejfsdrnmfq 44 29 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 30 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 31 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 44 32 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 44 33 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 44 34 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 35 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 44 36 taken take VBN work_zhdjd7ouobhd3hosejfsdrnmfq 44 37 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 44 38 account account NN work_zhdjd7ouobhd3hosejfsdrnmfq 44 39 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 45 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 45 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 45 3 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 45 4 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 45 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 45 6 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 45 7 deployed deploy VBD work_zhdjd7ouobhd3hosejfsdrnmfq 45 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 45 9 concept concept NN work_zhdjd7ouobhd3hosejfsdrnmfq 45 10 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 45 11 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 45 12 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 45 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 45 14 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 45 15 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 45 16 specific specific JJ work_zhdjd7ouobhd3hosejfsdrnmfq 45 17 activities activity NNS work_zhdjd7ouobhd3hosejfsdrnmfq 45 18 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 45 19 e.g. e.g. RB work_zhdjd7ouobhd3hosejfsdrnmfq 45 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 45 21 creation creation NN work_zhdjd7ouobhd3hosejfsdrnmfq 45 22 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 45 23 removal removal NN work_zhdjd7ouobhd3hosejfsdrnmfq 45 24 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 45 25 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 45 26 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 45 27 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 45 28 observed observe VBD work_zhdjd7ouobhd3hosejfsdrnmfq 45 29 be- be- NN work_zhdjd7ouobhd3hosejfsdrnmfq 45 30 tween tween NN work_zhdjd7ouobhd3hosejfsdrnmfq 45 31 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 45 32 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 45 33 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 45 34 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 45 35 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 45 36 consecutive consecutive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 45 37 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 45 38 intervals interval NNS work_zhdjd7ouobhd3hosejfsdrnmfq 45 39 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 46 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 46 2 instance instance NN work_zhdjd7ouobhd3hosejfsdrnmfq 46 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 46 4 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 46 5 innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 46 6 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 46 7 occurs occur VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 46 8 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 46 9 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 46 10 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 46 11 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 46 12 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 46 13 connected connect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 46 14 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 46 15 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 46 16 given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 46 17 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 46 18 interval interval NN work_zhdjd7ouobhd3hosejfsdrnmfq 46 19 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 46 20 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 46 21 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 46 22 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 46 23 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 46 24 created create VBN work_zhdjd7ouobhd3hosejfsdrnmfq 46 25 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 46 26 them -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 46 27 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 46 28 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 46 29 next next JJ work_zhdjd7ouobhd3hosejfsdrnmfq 46 30 interval interval NN work_zhdjd7ouobhd3hosejfsdrnmfq 46 31 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 47 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 47 2 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 47 3 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 47 4 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 47 5 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 47 6 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 47 7 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 47 8 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 47 9 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 47 10 com- com- RB work_zhdjd7ouobhd3hosejfsdrnmfq 47 11 puted put VBN work_zhdjd7ouobhd3hosejfsdrnmfq 47 12 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 47 13 monitoring monitor VBG work_zhdjd7ouobhd3hosejfsdrnmfq 47 14 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 47 15 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 47 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 47 17 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 47 18 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 47 19 around around IN work_zhdjd7ouobhd3hosejfsdrnmfq 47 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 47 21 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 47 22 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 47 23 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 47 24 immediate immediate JJ work_zhdjd7ouobhd3hosejfsdrnmfq 47 25 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 47 26 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 48 1 Each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 48 2 category category NN work_zhdjd7ouobhd3hosejfsdrnmfq 48 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 48 4 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 48 5 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 48 6 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 48 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 48 8 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 48 9 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 48 10 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 48 11 innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 48 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 48 13 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 48 14 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 48 15 regressive regressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 48 16 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 48 17 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 48 18 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 48 19 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 48 20 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 48 21 numerical numerical JJ work_zhdjd7ouobhd3hosejfsdrnmfq 48 22 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 48 23 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 48 24 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 48 25 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 48 26 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 48 27 in- in- XX work_zhdjd7ouobhd3hosejfsdrnmfq 48 28 creases crease VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 48 29 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 48 30 decreases decrease VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 48 31 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 48 32 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 48 33 depending depend VBG work_zhdjd7ouobhd3hosejfsdrnmfq 48 34 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 48 35 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 48 36 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 48 37 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 48 38 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 48 39 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 48 40 consecutive consecutive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 48 41 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 48 42 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 48 43 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 49 1 Our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 49 2 proposal proposal NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 3 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 49 4 sup- sup- RB work_zhdjd7ouobhd3hosejfsdrnmfq 49 5 ported port VBN work_zhdjd7ouobhd3hosejfsdrnmfq 49 6 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 49 8 Homans Homans NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 49 9 ’ ’ POS work_zhdjd7ouobhd3hosejfsdrnmfq 49 10 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 11 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 49 12 associates associate VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 49 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 49 14 strength strength NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 15 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 16 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 49 17 con- con- NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 18 nection nection NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 19 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 20 individuals individual NNS work_zhdjd7ouobhd3hosejfsdrnmfq 49 21 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 22 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 49 23 frequency frequency NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 24 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 25 interaction interaction NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 26 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 49 27 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 49 28 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 49 29 modeled model VBN work_zhdjd7ouobhd3hosejfsdrnmfq 49 30 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 31 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 49 32 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 33 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 34 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 49 35 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 49 36 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 49 37 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 49 38 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 49 39 Homans homan NNS work_zhdjd7ouobhd3hosejfsdrnmfq 49 40 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 49 41 1951 1951 CD work_zhdjd7ouobhd3hosejfsdrnmfq 49 42 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 49 43 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 49 44 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 49 45 idea idea NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 46 shared share VBN work_zhdjd7ouobhd3hosejfsdrnmfq 49 47 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 48 many many JJ work_zhdjd7ouobhd3hosejfsdrnmfq 49 49 authors author NNS work_zhdjd7ouobhd3hosejfsdrnmfq 49 50 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 49 51 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 49 52 bigger big JJR work_zhdjd7ouobhd3hosejfsdrnmfq 49 53 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 49 54 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 55 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 56 individuals individual NNS work_zhdjd7ouobhd3hosejfsdrnmfq 49 57 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 49 58 closely closely RB work_zhdjd7ouobhd3hosejfsdrnmfq 49 59 related relate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 49 60 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 61 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 49 62 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 49 63 probability probability NN work_zhdjd7ouobhd3hosejfsdrnmfq 49 64 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 49 65 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 49 66 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 49 67 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 49 68 Newman Newman NNP work_zhdjd7ouobhd3hosejfsdrnmfq 49 69 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 49 70 2001 2001 CD work_zhdjd7ouobhd3hosejfsdrnmfq 49 71 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 49 72 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 50 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 2 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 50 3 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 50 4 verify verify VB work_zhdjd7ouobhd3hosejfsdrnmfq 50 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 50 6 viability viability NN work_zhdjd7ouobhd3hosejfsdrnmfq 50 7 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 50 9 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 50 10 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 50 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 50 12 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 50 13 per- per- RB work_zhdjd7ouobhd3hosejfsdrnmfq 50 14 formed form VBD work_zhdjd7ouobhd3hosejfsdrnmfq 50 15 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 50 16 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 17 co co JJ work_zhdjd7ouobhd3hosejfsdrnmfq 50 18 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 50 19 authorship authorship JJ work_zhdjd7ouobhd3hosejfsdrnmfq 50 20 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 50 21 extracted extract VBD work_zhdjd7ouobhd3hosejfsdrnmfq 50 22 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 23 four four CD work_zhdjd7ouobhd3hosejfsdrnmfq 50 24 sections section NNS work_zhdjd7ouobhd3hosejfsdrnmfq 50 25 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 26 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 50 27 physics physics NN work_zhdjd7ouobhd3hosejfsdrnmfq 50 28 e e NNP work_zhdjd7ouobhd3hosejfsdrnmfq 50 29 - - : work_zhdjd7ouobhd3hosejfsdrnmfq 50 30 Print print NN work_zhdjd7ouobhd3hosejfsdrnmfq 50 31 arXiv.1 arXiv.1 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 50 32 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 33 these these DT work_zhdjd7ouobhd3hosejfsdrnmfq 50 34 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 50 35 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 50 36 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 50 37 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 50 38 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 50 39 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 50 40 evaluated evaluate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 50 41 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 42 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 50 43 scenarios scenario NNS work_zhdjd7ouobhd3hosejfsdrnmfq 50 44 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 45 con- con- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 50 46 sidering sidere VBG work_zhdjd7ouobhd3hosejfsdrnmfq 50 47 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 48 instance instance JJ work_zhdjd7ouobhd3hosejfsdrnmfq 50 49 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 50 50 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 50 51 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 50 52 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 53 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 50 54 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 50 55 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 50 56 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 50 57 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 58 adopting adopt VBG work_zhdjd7ouobhd3hosejfsdrnmfq 50 59 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 50 60 weighting weight VBG work_zhdjd7ouobhd3hosejfsdrnmfq 50 61 function function NN work_zhdjd7ouobhd3hosejfsdrnmfq 50 62 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 50 63 give give VB work_zhdjd7ouobhd3hosejfsdrnmfq 50 64 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 50 65 importance importance NN work_zhdjd7ouobhd3hosejfsdrnmfq 50 66 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 50 67 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 50 68 recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 50 69 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 50 70 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 51 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 51 2 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 51 3 baseline baseline JJ work_zhdjd7ouobhd3hosejfsdrnmfq 51 4 comparison comparison NN work_zhdjd7ouobhd3hosejfsdrnmfq 51 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 51 6 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 51 7 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 51 8 performed perform VBN work_zhdjd7ouobhd3hosejfsdrnmfq 51 9 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 51 10 traditional traditional JJ work_zhdjd7ouobhd3hosejfsdrnmfq 51 11 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 51 12 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 51 13 previously previously RB work_zhdjd7ouobhd3hosejfsdrnmfq 51 14 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 51 15 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 51 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 51 17 literature literature NN work_zhdjd7ouobhd3hosejfsdrnmfq 51 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 52 1 We -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 52 2 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 52 3 performed perform VBD work_zhdjd7ouobhd3hosejfsdrnmfq 52 4 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 52 5 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 52 6 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 52 7 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 52 8 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 52 9 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 52 10 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 52 11 Potgieter Potgieter NNP work_zhdjd7ouobhd3hosejfsdrnmfq 52 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 52 13 April April NNP work_zhdjd7ouobhd3hosejfsdrnmfq 52 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 52 15 Cooke Cooke NNP work_zhdjd7ouobhd3hosejfsdrnmfq 52 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 52 17 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 52 18 Osunmakinde Osunmakinde NNP work_zhdjd7ouobhd3hosejfsdrnmfq 52 19 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 52 20 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 52 21 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 52 22 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 52 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 52 24 similarly similarly RB work_zhdjd7ouobhd3hosejfsdrnmfq 52 25 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 52 26 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 52 27 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 52 28 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 52 29 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 52 30 aims aim VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 52 31 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 52 32 consider consider VB work_zhdjd7ouobhd3hosejfsdrnmfq 52 33 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 52 34 informa- informa- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 52 35 tion tion NN work_zhdjd7ouobhd3hosejfsdrnmfq 52 36 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 52 37 improve improve VB work_zhdjd7ouobhd3hosejfsdrnmfq 52 38 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 52 39 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 52 40 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 53 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 53 2 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 53 3 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 53 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 53 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 53 6 unsupervised unsupervised JJ work_zhdjd7ouobhd3hosejfsdrnmfq 53 7 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 53 8 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 53 9 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 53 10 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 53 11 perform perform VB work_zhdjd7ouobhd3hosejfsdrnmfq 53 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 53 13 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 53 14 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 53 15 once once IN work_zhdjd7ouobhd3hosejfsdrnmfq 53 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 53 17 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 53 18 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 53 19 calculated calculate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 53 20 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 53 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 53 22 Area Area NNP work_zhdjd7ouobhd3hosejfsdrnmfq 53 23 Under under IN work_zhdjd7ouobhd3hosejfsdrnmfq 53 24 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 53 25 ROC ROC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 53 26 Curve Curve NNP work_zhdjd7ouobhd3hosejfsdrnmfq 53 27 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 53 28 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 53 29 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 53 30 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 53 31 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 53 32 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 53 33 evaluate evaluate VB work_zhdjd7ouobhd3hosejfsdrnmfq 53 34 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 53 35 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 53 36 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 53 37 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 53 38 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 54 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 54 2 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 54 3 achieved achieve VBN work_zhdjd7ouobhd3hosejfsdrnmfq 54 4 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 54 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 54 6 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 54 7 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 54 8 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 54 9 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 54 10 outperformed outperform VBD work_zhdjd7ouobhd3hosejfsdrnmfq 54 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 54 12 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 54 13 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 54 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 54 15 baseline baseline NN work_zhdjd7ouobhd3hosejfsdrnmfq 54 16 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 54 17 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 54 18 all all PDT work_zhdjd7ouobhd3hosejfsdrnmfq 54 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 54 20 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 54 21 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 54 22 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 55 1 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 55 2 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 55 3 briefly briefly RB work_zhdjd7ouobhd3hosejfsdrnmfq 55 4 presents present VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 55 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 55 6 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 55 7 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 55 8 problem problem NN work_zhdjd7ouobhd3hosejfsdrnmfq 55 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 56 1 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 56 2 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 56 3 describes describe VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 56 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 56 5 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 56 6 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 56 7 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 56 8 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 56 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 56 10 showing show VBG work_zhdjd7ouobhd3hosejfsdrnmfq 56 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 56 12 concepts concept NNS work_zhdjd7ouobhd3hosejfsdrnmfq 56 13 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 56 14 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 56 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 56 16 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 56 17 calculation calculation NN work_zhdjd7ouobhd3hosejfsdrnmfq 56 18 process process NN work_zhdjd7ouobhd3hosejfsdrnmfq 56 19 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 57 1 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 57 2 4 4 CD work_zhdjd7ouobhd3hosejfsdrnmfq 57 3 presents present VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 57 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 57 5 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 57 6 net- net- NN work_zhdjd7ouobhd3hosejfsdrnmfq 57 7 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 57 8 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 57 9 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 57 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 57 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 57 12 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 57 13 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 57 14 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 57 15 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 57 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 58 1 Finally finally RB work_zhdjd7ouobhd3hosejfsdrnmfq 58 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 58 3 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 58 4 5 5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 58 5 concludes conclude VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 58 6 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 58 7 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 58 8 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 58 9 presenting present VBG work_zhdjd7ouobhd3hosejfsdrnmfq 58 10 some some DT work_zhdjd7ouobhd3hosejfsdrnmfq 58 11 final final JJ work_zhdjd7ouobhd3hosejfsdrnmfq 58 12 consider- consider- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 58 13 ations ation NNS work_zhdjd7ouobhd3hosejfsdrnmfq 58 14 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 58 15 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 58 16 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 58 17 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 59 1 2 2 LS work_zhdjd7ouobhd3hosejfsdrnmfq 59 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 60 1 Link link VB work_zhdjd7ouobhd3hosejfsdrnmfq 60 2 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 60 3 Link Link NNP work_zhdjd7ouobhd3hosejfsdrnmfq 60 4 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 60 5 consists consist VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 60 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 60 7 predicting predict VBG work_zhdjd7ouobhd3hosejfsdrnmfq 60 8 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 60 9 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 60 10 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 60 11 detecting detect VBG work_zhdjd7ouobhd3hosejfsdrnmfq 60 12 hidden hide VBN work_zhdjd7ouobhd3hosejfsdrnmfq 60 13 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 60 14 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 60 15 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 60 16 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 60 17 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 61 1 It -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 61 2 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 61 3 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 61 4 very very RB work_zhdjd7ouobhd3hosejfsdrnmfq 61 5 important important JJ work_zhdjd7ouobhd3hosejfsdrnmfq 61 6 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 61 7 applicable applicable JJ work_zhdjd7ouobhd3hosejfsdrnmfq 61 8 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 61 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 61 10 wide wide JJ work_zhdjd7ouobhd3hosejfsdrnmfq 61 11 variety variety NN work_zhdjd7ouobhd3hosejfsdrnmfq 61 12 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 61 13 areas area NNS work_zhdjd7ouobhd3hosejfsdrnmfq 61 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 61 15 such such JJ work_zhdjd7ouobhd3hosejfsdrnmfq 61 16 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 61 17 bibliographic bibliographic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 61 18 domain domain NN work_zhdjd7ouobhd3hosejfsdrnmfq 61 19 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 61 20 molecule molecule VBP work_zhdjd7ouobhd3hosejfsdrnmfq 61 21 biology biology NN work_zhdjd7ouobhd3hosejfsdrnmfq 61 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 61 23 criminal criminal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 61 24 investigations investigation NNS work_zhdjd7ouobhd3hosejfsdrnmfq 61 25 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 61 26 recommending recommend VBG work_zhdjd7ouobhd3hosejfsdrnmfq 61 27 sys- sys- NN work_zhdjd7ouobhd3hosejfsdrnmfq 61 28 tems tem NNS work_zhdjd7ouobhd3hosejfsdrnmfq 61 29 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 61 30 Getoor Getoor NNP work_zhdjd7ouobhd3hosejfsdrnmfq 61 31 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 61 32 Diehl Diehl NNP work_zhdjd7ouobhd3hosejfsdrnmfq 61 33 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 61 34 2005 2005 CD work_zhdjd7ouobhd3hosejfsdrnmfq 61 35 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 61 36 Xiang Xiang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 61 37 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 61 38 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 61 39 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 61 40 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 62 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 62 2 traditional traditional JJ work_zhdjd7ouobhd3hosejfsdrnmfq 62 3 definition definition NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 62 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 62 6 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 7 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 8 problem problem NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 9 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 62 10 expressed express VBN work_zhdjd7ouobhd3hosejfsdrnmfq 62 11 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 62 12 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 62 13 ‘ ' `` work_zhdjd7ouobhd3hosejfsdrnmfq 62 14 ‘ ' `` work_zhdjd7ouobhd3hosejfsdrnmfq 62 15 Given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 62 16 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 62 17 snapshot snapshot NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 18 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 62 19 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 62 20 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 62 21 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 22 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 62 23 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 24 t t NNP work_zhdjd7ouobhd3hosejfsdrnmfq 62 25 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 62 26 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 62 27 seek seek VBP work_zhdjd7ouobhd3hosejfsdrnmfq 62 28 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 62 29 accurately accurately RB work_zhdjd7ouobhd3hosejfsdrnmfq 62 30 predict predict VB work_zhdjd7ouobhd3hosejfsdrnmfq 62 31 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 62 32 edges edge NNS work_zhdjd7ouobhd3hosejfsdrnmfq 62 33 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 62 34 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 62 35 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 62 36 added add VBN work_zhdjd7ouobhd3hosejfsdrnmfq 62 37 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 62 38 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 62 39 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 40 during during IN work_zhdjd7ouobhd3hosejfsdrnmfq 62 41 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 62 42 interval interval NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 43 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 62 44 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 45 t t NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 46 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 62 47 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 62 48 given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 62 49 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 62 50 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 51 t0 t0 NN work_zhdjd7ouobhd3hosejfsdrnmfq 62 52 ’ ' '' work_zhdjd7ouobhd3hosejfsdrnmfq 62 53 ’ ' '' work_zhdjd7ouobhd3hosejfsdrnmfq 62 54 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 62 55 Liben Liben NNP work_zhdjd7ouobhd3hosejfsdrnmfq 62 56 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 62 57 Nowell Nowell NNP work_zhdjd7ouobhd3hosejfsdrnmfq 62 58 et et NNP work_zhdjd7ouobhd3hosejfsdrnmfq 62 59 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 62 60 . . NNP work_zhdjd7ouobhd3hosejfsdrnmfq 62 61 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 62 62 2003 2003 CD work_zhdjd7ouobhd3hosejfsdrnmfq 62 63 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 62 64 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 63 1 Among among IN work_zhdjd7ouobhd3hosejfsdrnmfq 63 2 several several JJ work_zhdjd7ouobhd3hosejfsdrnmfq 63 3 approaches approach NNS work_zhdjd7ouobhd3hosejfsdrnmfq 63 4 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 63 5 treat treat VB work_zhdjd7ouobhd3hosejfsdrnmfq 63 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 63 7 problem problem NN work_zhdjd7ouobhd3hosejfsdrnmfq 63 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 63 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 63 10 most most RBS work_zhdjd7ouobhd3hosejfsdrnmfq 63 11 widespread widespread JJ work_zhdjd7ouobhd3hosejfsdrnmfq 63 12 ones one NNS work_zhdjd7ouobhd3hosejfsdrnmfq 63 13 rely rely VBP work_zhdjd7ouobhd3hosejfsdrnmfq 63 14 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 63 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 63 16 use use NN work_zhdjd7ouobhd3hosejfsdrnmfq 63 17 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 63 18 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 63 19 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 63 20 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 63 21 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 63 22 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 63 23 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 63 24 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 63 25 Lu Lu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 63 26 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 63 27 Zhou Zhou NNP work_zhdjd7ouobhd3hosejfsdrnmfq 63 28 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 63 29 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 63 30 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 63 31 Xiang Xiang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 63 32 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 63 33 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 63 34 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 63 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 64 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 64 2 previously previously RB work_zhdjd7ouobhd3hosejfsdrnmfq 64 3 mentioned mention VBN work_zhdjd7ouobhd3hosejfsdrnmfq 64 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 64 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 64 6 starting starting NN work_zhdjd7ouobhd3hosejfsdrnmfq 64 7 point point NN work_zhdjd7ouobhd3hosejfsdrnmfq 64 8 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 64 9 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 64 10 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 64 11 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 64 12 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 64 13 extract extract VB work_zhdjd7ouobhd3hosejfsdrnmfq 64 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 64 15 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 64 16 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 64 17 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 64 18 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 64 19 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 64 20 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 64 21 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 64 22 indicate indicate VBP work_zhdjd7ouobhd3hosejfsdrnmfq 64 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 64 24 similarity similarity NN work_zhdjd7ouobhd3hosejfsdrnmfq 64 25 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 64 26 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 64 27 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 64 28 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 64 29 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 65 1 These these DT work_zhdjd7ouobhd3hosejfsdrnmfq 65 2 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 65 3 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 65 4 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 65 5 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 65 6 either either CC work_zhdjd7ouobhd3hosejfsdrnmfq 65 7 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 65 8 unsupervised unsupervise VBN work_zhdjd7ouobhd3hosejfsdrnmfq 65 9 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 65 10 Liben Liben NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 11 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 65 12 Nowell Nowell NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 13 et et NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 14 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 15 . . NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 65 17 2003 2003 CD work_zhdjd7ouobhd3hosejfsdrnmfq 65 18 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 65 19 Lu Lu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 20 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 65 21 Zhou Zhou NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 65 23 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 65 24 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 65 25 Murata Murata NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 26 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 65 27 Moriyasu Moriyasu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 28 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 65 29 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 65 30 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 65 31 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 65 32 supervised supervise VBN work_zhdjd7ouobhd3hosejfsdrnmfq 65 33 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 65 34 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 65 35 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 65 36 Hasan Hasan NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 37 et et FW work_zhdjd7ouobhd3hosejfsdrnmfq 65 38 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 39 . . NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 40 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 65 41 2006 2006 CD work_zhdjd7ouobhd3hosejfsdrnmfq 65 42 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 65 43 Lichtenwalter Lichtenwalter NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 44 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 65 45 Lussier Lussier NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 46 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 65 47 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 65 48 Chawla Chawla NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 49 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 65 50 2010 2010 CD work_zhdjd7ouobhd3hosejfsdrnmfq 65 51 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 65 52 Sá Sá NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 53 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 65 54 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 65 55 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 65 56 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 65 57 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 65 58 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 66 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 66 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 66 3 former former JJ work_zhdjd7ouobhd3hosejfsdrnmfq 66 4 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 66 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 66 6 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 66 7 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 66 8 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 66 9 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 66 10 chosen choose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 66 11 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 66 12 deployed deploy VBN work_zhdjd7ouobhd3hosejfsdrnmfq 66 13 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 66 14 rank rank NNP work_zhdjd7ouobhd3hosejfsdrnmfq 66 15 node node NNP work_zhdjd7ouobhd3hosejfsdrnmfq 66 16 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 66 17 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 66 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 66 19 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 66 20 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 67 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 67 2 top top JJ work_zhdjd7ouobhd3hosejfsdrnmfq 67 3 ranked rank VBN work_zhdjd7ouobhd3hosejfsdrnmfq 67 4 ones one NNS work_zhdjd7ouobhd3hosejfsdrnmfq 67 5 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 67 6 predicted predict VBN work_zhdjd7ouobhd3hosejfsdrnmfq 67 7 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 67 8 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 67 9 linked link VBN work_zhdjd7ouobhd3hosejfsdrnmfq 67 10 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 68 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 68 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 68 3 supervised supervised JJ work_zhdjd7ouobhd3hosejfsdrnmfq 68 4 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 68 5 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 68 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 68 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 68 8 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 68 9 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 68 10 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 68 11 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 68 12 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 68 13 cho- cho- RB work_zhdjd7ouobhd3hosejfsdrnmfq 68 14 sen sen NNP work_zhdjd7ouobhd3hosejfsdrnmfq 68 15 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 68 16 adopted adopt VBD work_zhdjd7ouobhd3hosejfsdrnmfq 68 17 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 68 18 predictor predictor NN work_zhdjd7ouobhd3hosejfsdrnmfq 68 19 attributes attribute VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 68 20 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 68 21 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 68 22 classifier classifier NN work_zhdjd7ouobhd3hosejfsdrnmfq 68 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 68 24 learned learn VBN work_zhdjd7ouobhd3hosejfsdrnmfq 68 25 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 68 26 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 68 27 historical historical JJ work_zhdjd7ouobhd3hosejfsdrnmfq 68 28 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 68 29 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 69 1 Each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 69 2 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 69 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 69 4 non non JJ work_zhdjd7ouobhd3hosejfsdrnmfq 69 5 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 69 6 connected connected JJ work_zhdjd7ouobhd3hosejfsdrnmfq 69 7 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 69 8 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 69 9 de- de- RB work_zhdjd7ouobhd3hosejfsdrnmfq 69 10 scribed scribe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 69 11 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 69 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 69 13 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 69 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 69 15 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 69 16 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 69 17 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 70 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 70 2 classifier classifier NN work_zhdjd7ouobhd3hosejfsdrnmfq 70 3 then then RB work_zhdjd7ouobhd3hosejfsdrnmfq 70 4 uses use VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 70 5 these these DT work_zhdjd7ouobhd3hosejfsdrnmfq 70 6 attributes attribute NNS work_zhdjd7ouobhd3hosejfsdrnmfq 70 7 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 70 8 perform perform VB work_zhdjd7ouobhd3hosejfsdrnmfq 70 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 70 10 binary binary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 70 11 classification classification NN work_zhdjd7ouobhd3hosejfsdrnmfq 70 12 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 70 13 decide decide VB work_zhdjd7ouobhd3hosejfsdrnmfq 70 14 whether whether IN work_zhdjd7ouobhd3hosejfsdrnmfq 70 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 70 16 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 70 17 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 70 18 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 70 19 formed form VBN work_zhdjd7ouobhd3hosejfsdrnmfq 70 20 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 70 21 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 70 22 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 70 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 70 24 future future NN work_zhdjd7ouobhd3hosejfsdrnmfq 70 25 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 71 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 71 2 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 71 3 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 71 4 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 71 5 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 71 6 evaluated evaluate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 71 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 71 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 71 9 litera- litera- NN work_zhdjd7ouobhd3hosejfsdrnmfq 71 10 ture ture NN work_zhdjd7ouobhd3hosejfsdrnmfq 71 11 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 71 12 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 71 13 broadly broadly RB work_zhdjd7ouobhd3hosejfsdrnmfq 71 14 categorized categorize VBN work_zhdjd7ouobhd3hosejfsdrnmfq 71 15 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 71 16 semantic semantic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 71 17 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 71 18 topological topological JJ work_zhdjd7ouobhd3hosejfsdrnmfq 71 19 mea- mea- NNS work_zhdjd7ouobhd3hosejfsdrnmfq 71 20 sures sure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 71 21 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 71 22 Xiang Xiang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 71 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 71 24 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 71 25 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 71 26 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 72 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 72 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 72 3 semantic semantic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 72 4 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 72 5 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 72 6 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 72 7 node node JJ work_zhdjd7ouobhd3hosejfsdrnmfq 72 8 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 72 9 wise wise JJ work_zhdjd7ouobhd3hosejfsdrnmfq 72 10 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 72 11 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 72 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 72 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 72 14 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 72 15 ’ ’ POS work_zhdjd7ouobhd3hosejfsdrnmfq 72 16 content content NN work_zhdjd7ouobhd3hosejfsdrnmfq 72 17 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 72 18 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 72 19 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 72 20 measure measure VB work_zhdjd7ouobhd3hosejfsdrnmfq 72 21 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 72 22 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 73 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 73 2 instance instance NN work_zhdjd7ouobhd3hosejfsdrnmfq 73 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 73 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 73 5 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 73 6 co co JJ work_zhdjd7ouobhd3hosejfsdrnmfq 73 7 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 73 8 authorship authorship JJ work_zhdjd7ouobhd3hosejfsdrnmfq 73 9 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 73 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 73 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 73 12 similarity similarity NN work_zhdjd7ouobhd3hosejfsdrnmfq 73 13 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 73 14 keywords keyword NNS work_zhdjd7ouobhd3hosejfsdrnmfq 73 15 extracted extract VBN work_zhdjd7ouobhd3hosejfsdrnmfq 73 16 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 73 17 published publish VBN work_zhdjd7ouobhd3hosejfsdrnmfq 73 18 papers paper NNS work_zhdjd7ouobhd3hosejfsdrnmfq 73 19 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 73 20 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 73 21 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 73 22 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 73 23 predict predict VB work_zhdjd7ouobhd3hosejfsdrnmfq 73 24 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 73 25 interaction interaction NN work_zhdjd7ouobhd3hosejfsdrnmfq 73 26 among among IN work_zhdjd7ouobhd3hosejfsdrnmfq 73 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 73 28 authors author NNS work_zhdjd7ouobhd3hosejfsdrnmfq 73 29 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 73 30 Xiang Xiang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 73 31 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 73 32 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 73 33 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 73 34 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 73 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 74 1 Different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 74 2 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 74 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 74 4 semantic semantic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 74 5 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 74 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 74 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 74 8 topological topological JJ work_zhdjd7ouobhd3hosejfsdrnmfq 74 9 strategy strategy NN work_zhdjd7ouobhd3hosejfsdrnmfq 74 10 consists consist VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 74 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 74 12 deploying deploy VBG work_zhdjd7ouobhd3hosejfsdrnmfq 74 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 74 14 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 74 15 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 74 16 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 74 17 compute compute VB work_zhdjd7ouobhd3hosejfsdrnmfq 74 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 74 19 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 74 20 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 74 21 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 74 22 e.g. e.g. RB work_zhdjd7ouobhd3hosejfsdrnmfq 75 1 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 75 2 number number NN work_zhdjd7ouobhd3hosejfsdrnmfq 75 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 75 4 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 75 5 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 75 6 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 75 7 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 75 8 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 75 9 share share NN work_zhdjd7ouobhd3hosejfsdrnmfq 75 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 75 11 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 76 1 Topological topological JJ work_zhdjd7ouobhd3hosejfsdrnmfq 76 2 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 76 3 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 76 4 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 76 5 commonly commonly RB work_zhdjd7ouobhd3hosejfsdrnmfq 76 6 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 76 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 76 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 76 9 litera- litera- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 76 10 ture ture NN work_zhdjd7ouobhd3hosejfsdrnmfq 76 11 since since IN work_zhdjd7ouobhd3hosejfsdrnmfq 76 12 they -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 76 13 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 76 14 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 76 15 general general JJ work_zhdjd7ouobhd3hosejfsdrnmfq 76 16 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 76 17 do do VBP work_zhdjd7ouobhd3hosejfsdrnmfq 76 18 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 76 19 require require VB work_zhdjd7ouobhd3hosejfsdrnmfq 76 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 76 21 definition definition NN work_zhdjd7ouobhd3hosejfsdrnmfq 76 22 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 76 23 rich rich JJ work_zhdjd7ouobhd3hosejfsdrnmfq 76 24 features feature NNS work_zhdjd7ouobhd3hosejfsdrnmfq 76 25 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 76 26 describe describe VB work_zhdjd7ouobhd3hosejfsdrnmfq 76 27 content content NN work_zhdjd7ouobhd3hosejfsdrnmfq 76 28 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 76 29 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 76 30 fact fact NN work_zhdjd7ouobhd3hosejfsdrnmfq 76 31 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 76 32 rich rich JJ work_zhdjd7ouobhd3hosejfsdrnmfq 76 33 content content NN work_zhdjd7ouobhd3hosejfsdrnmfq 76 34 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 76 35 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 76 36 al- al- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 76 37 ways way NNS work_zhdjd7ouobhd3hosejfsdrnmfq 76 38 available available JJ work_zhdjd7ouobhd3hosejfsdrnmfq 76 39 depending depend VBG work_zhdjd7ouobhd3hosejfsdrnmfq 76 40 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 76 41 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 76 42 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 76 43 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 76 44 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 76 45 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 76 46 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 77 1 Several several JJ work_zhdjd7ouobhd3hosejfsdrnmfq 77 2 topological topological JJ work_zhdjd7ouobhd3hosejfsdrnmfq 77 3 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 77 4 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 77 5 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 77 6 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 77 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 77 8 literature literature NN work_zhdjd7ouobhd3hosejfsdrnmfq 77 9 mainly mainly RB work_zhdjd7ouobhd3hosejfsdrnmfq 77 10 categorized categorize VBD work_zhdjd7ouobhd3hosejfsdrnmfq 77 11 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 77 12 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 77 13 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 77 14 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 77 15 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 77 16 path path NN work_zhdjd7ouobhd3hosejfsdrnmfq 77 17 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 77 18 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 77 19 mea- mea- NNS work_zhdjd7ouobhd3hosejfsdrnmfq 77 20 sures sure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 77 21 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 77 22 Hasan Hasan NNP work_zhdjd7ouobhd3hosejfsdrnmfq 77 23 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 77 24 Zaki Zaki NNP work_zhdjd7ouobhd3hosejfsdrnmfq 77 25 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 77 26 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 77 27 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 77 28 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 78 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 78 2 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 78 3 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 78 4 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 78 5 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 78 6 take take VB work_zhdjd7ouobhd3hosejfsdrnmfq 78 7 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 78 8 account account NN work_zhdjd7ouobhd3hosejfsdrnmfq 78 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 78 10 immediate immediate JJ work_zhdjd7ouobhd3hosejfsdrnmfq 78 11 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 78 12 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 78 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 78 14 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 78 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 79 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 79 2 general general JJ work_zhdjd7ouobhd3hosejfsdrnmfq 79 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 79 4 these these DT work_zhdjd7ouobhd3hosejfsdrnmfq 79 5 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 79 6 consider consider VBP work_zhdjd7ouobhd3hosejfsdrnmfq 79 7 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 79 8 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 79 9 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 79 10 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 79 11 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 79 12 likely likely JJ work_zhdjd7ouobhd3hosejfsdrnmfq 79 13 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 79 14 form form VB work_zhdjd7ouobhd3hosejfsdrnmfq 79 15 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 79 16 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 79 17 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 79 18 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 79 19 sets set NNS work_zhdjd7ouobhd3hosejfsdrnmfq 79 20 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 79 21 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 79 22 have have VBP work_zhdjd7ouobhd3hosejfsdrnmfq 79 23 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 79 24 large large JJ work_zhdjd7ouobhd3hosejfsdrnmfq 79 25 overlap overlap NN work_zhdjd7ouobhd3hosejfsdrnmfq 79 26 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 79 27 Xiang Xiang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 79 28 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 79 29 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 79 30 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 79 31 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 80 1 Among among IN work_zhdjd7ouobhd3hosejfsdrnmfq 80 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 80 3 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 80 4 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 80 5 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 80 6 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 80 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 80 8 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 80 9 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 80 10 mention mention VB work_zhdjd7ouobhd3hosejfsdrnmfq 80 11 Common Common NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 12 Neighbors Neighbors NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 13 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 80 14 Newman Newman NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 80 16 2001 2001 CD work_zhdjd7ouobhd3hosejfsdrnmfq 80 17 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 80 18 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 80 19 Preferential Preferential NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 20 Attachment Attachment NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 21 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 80 22 Barabasi Barabasi NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 23 et et FW work_zhdjd7ouobhd3hosejfsdrnmfq 80 24 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 25 . . NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 26 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 80 27 2002 2002 CD work_zhdjd7ouobhd3hosejfsdrnmfq 80 28 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 80 29 Newman Newman NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 30 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 80 31 2001),Adamic 2001),adamic CD work_zhdjd7ouobhd3hosejfsdrnmfq 80 32 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 80 33 Adar Adar NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 34 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 80 35 2003 2003 CD work_zhdjd7ouobhd3hosejfsdrnmfq 80 36 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 80 37 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 80 38 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 80 39 Jaccard Jaccard NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 40 ’s ’s POS work_zhdjd7ouobhd3hosejfsdrnmfq 80 41 coefficient coefficient NN work_zhdjd7ouobhd3hosejfsdrnmfq 80 42 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 80 43 Salton Salton NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 44 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 80 45 McGill McGill NNP work_zhdjd7ouobhd3hosejfsdrnmfq 80 46 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 80 47 1986 1986 CD work_zhdjd7ouobhd3hosejfsdrnmfq 80 48 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 80 49 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 81 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 81 2 path- path- NN work_zhdjd7ouobhd3hosejfsdrnmfq 81 3 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 81 4 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 81 5 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 81 6 turn turn NN work_zhdjd7ouobhd3hosejfsdrnmfq 81 7 define define NN work_zhdjd7ouobhd3hosejfsdrnmfq 81 8 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 81 9 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 81 10 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 81 11 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 81 12 consid- consid- NN work_zhdjd7ouobhd3hosejfsdrnmfq 81 13 ering ere VBG work_zhdjd7ouobhd3hosejfsdrnmfq 81 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 81 15 paths path NNS work_zhdjd7ouobhd3hosejfsdrnmfq 81 16 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 81 17 them -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 81 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 82 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 82 2 basic basic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 82 3 idea idea NN work_zhdjd7ouobhd3hosejfsdrnmfq 82 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 82 5 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 82 6 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 82 7 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 82 8 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 82 9 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 82 10 likely likely JJ work_zhdjd7ouobhd3hosejfsdrnmfq 82 11 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 82 12 form form VB work_zhdjd7ouobhd3hosejfsdrnmfq 82 13 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 82 14 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 82 15 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 82 16 there there EX work_zhdjd7ouobhd3hosejfsdrnmfq 82 17 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 82 18 short short JJ work_zhdjd7ouobhd3hosejfsdrnmfq 82 19 paths path NNS work_zhdjd7ouobhd3hosejfsdrnmfq 82 20 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 82 21 them -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 82 22 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 83 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 83 2 path path NN work_zhdjd7ouobhd3hosejfsdrnmfq 83 3 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 83 4 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 83 5 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 83 6 range range VBP work_zhdjd7ouobhd3hosejfsdrnmfq 83 7 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 83 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 83 9 simple simple JJ work_zhdjd7ouobhd3hosejfsdrnmfq 83 10 path path NN work_zhdjd7ouobhd3hosejfsdrnmfq 83 11 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 83 12 distance distance NN work_zhdjd7ouobhd3hosejfsdrnmfq 83 13 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 83 14 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 83 15 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 83 16 sophisticated sophisticated JJ work_zhdjd7ouobhd3hosejfsdrnmfq 83 17 definitions definition NNS work_zhdjd7ouobhd3hosejfsdrnmfq 83 18 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 83 19 consider consider VBP work_zhdjd7ouobhd3hosejfsdrnmfq 83 20 ensembles ensemble NNS work_zhdjd7ouobhd3hosejfsdrnmfq 83 21 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 83 22 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 83 23 paths path NNS work_zhdjd7ouobhd3hosejfsdrnmfq 83 24 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 83 25 such such JJ work_zhdjd7ouobhd3hosejfsdrnmfq 83 26 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 83 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 83 28 Katz Katz NNP work_zhdjd7ouobhd3hosejfsdrnmfq 83 29 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 83 30 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 83 31 Katz Katz NNP work_zhdjd7ouobhd3hosejfsdrnmfq 83 32 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 83 33 1953 1953 CD work_zhdjd7ouobhd3hosejfsdrnmfq 83 34 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 83 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 84 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 84 2 com- com- NN work_zhdjd7ouobhd3hosejfsdrnmfq 84 3 parative parative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 84 4 terms term NNS work_zhdjd7ouobhd3hosejfsdrnmfq 84 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 84 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 84 7 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 84 8 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 84 9 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 84 10 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 84 11 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 84 12 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 84 13 wide- wide- NN work_zhdjd7ouobhd3hosejfsdrnmfq 84 14 spread spread NN work_zhdjd7ouobhd3hosejfsdrnmfq 84 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 84 16 due due IN work_zhdjd7ouobhd3hosejfsdrnmfq 84 17 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 84 18 both both CC work_zhdjd7ouobhd3hosejfsdrnmfq 84 19 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 84 20 computational computational JJ work_zhdjd7ouobhd3hosejfsdrnmfq 84 21 eficiency eficiency NN work_zhdjd7ouobhd3hosejfsdrnmfq 84 22 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 84 23 great great JJ work_zhdjd7ouobhd3hosejfsdrnmfq 84 24 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 84 25 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 84 26 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 84 27 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 84 28 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 84 29 Huan huan UH work_zhdjd7ouobhd3hosejfsdrnmfq 84 30 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 84 31 2006 2006 CD work_zhdjd7ouobhd3hosejfsdrnmfq 84 32 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 84 33 Liben Liben NNP work_zhdjd7ouobhd3hosejfsdrnmfq 84 34 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 84 35 Nowell Nowell NNP work_zhdjd7ouobhd3hosejfsdrnmfq 84 36 et et NNP work_zhdjd7ouobhd3hosejfsdrnmfq 84 37 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 84 38 . . NNP work_zhdjd7ouobhd3hosejfsdrnmfq 84 39 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 84 40 2003 2003 CD work_zhdjd7ouobhd3hosejfsdrnmfq 84 41 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 84 42 Murata Murata NNP work_zhdjd7ouobhd3hosejfsdrnmfq 84 43 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 84 44 Moriyasu Moriyasu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 84 45 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 84 46 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 84 47 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 84 48 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 85 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 85 2 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 85 3 proposed propose VBD work_zhdjd7ouobhd3hosejfsdrnmfq 85 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 85 5 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 85 6 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 85 7 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 85 8 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 85 9 categorized categorize VBN work_zhdjd7ouobhd3hosejfsdrnmfq 85 10 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 85 11 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 85 12 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 85 13 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 85 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 85 15 since since IN work_zhdjd7ouobhd3hosejfsdrnmfq 85 16 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 85 17 uses use VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 85 18 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 85 19 about about IN work_zhdjd7ouobhd3hosejfsdrnmfq 85 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 85 21 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 85 22 around around IN work_zhdjd7ouobhd3hosejfsdrnmfq 85 23 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 85 24 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 85 25 assign assign VB work_zhdjd7ouobhd3hosejfsdrnmfq 85 26 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 85 27 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 85 28 them -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 85 29 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 85 30 see see VB work_zhdjd7ouobhd3hosejfsdrnmfq 85 31 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 85 32 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 85 33 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 85 34 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 86 1 Most Most JJS work_zhdjd7ouobhd3hosejfsdrnmfq 86 2 previous previous JJ work_zhdjd7ouobhd3hosejfsdrnmfq 86 3 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 86 4 performs perform VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 86 5 link link VBP work_zhdjd7ouobhd3hosejfsdrnmfq 86 6 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 86 7 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 86 8 statically statically RB work_zhdjd7ouobhd3hosejfsdrnmfq 86 9 ana- ana- RB work_zhdjd7ouobhd3hosejfsdrnmfq 86 10 lyzing lyze VBG work_zhdjd7ouobhd3hosejfsdrnmfq 86 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 86 12 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 86 13 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 86 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 86 15 that that RB work_zhdjd7ouobhd3hosejfsdrnmfq 86 16 is is RB work_zhdjd7ouobhd3hosejfsdrnmfq 86 17 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 86 18 no no DT work_zhdjd7ouobhd3hosejfsdrnmfq 86 19 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 86 20 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 86 21 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 86 22 consid- consid- NN work_zhdjd7ouobhd3hosejfsdrnmfq 86 23 ered ered JJ work_zhdjd7ouobhd3hosejfsdrnmfq 86 24 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 86 25 perform perform VB work_zhdjd7ouobhd3hosejfsdrnmfq 86 26 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 86 27 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 86 28 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 87 1 However however RB work_zhdjd7ouobhd3hosejfsdrnmfq 87 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 87 3 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 87 4 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 87 5 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 87 6 e.g. e.g. RB work_zhdjd7ouobhd3hosejfsdrnmfq 87 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 87 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 87 9 moments moment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 87 10 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 87 11 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 87 12 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 87 13 interacted interact VBN work_zhdjd7ouobhd3hosejfsdrnmfq 87 14 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 87 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 87 16 past past NN work_zhdjd7ouobhd3hosejfsdrnmfq 87 17 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 87 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 87 19 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 87 20 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 87 21 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 87 22 connection connection NN work_zhdjd7ouobhd3hosejfsdrnmfq 87 23 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 87 24 first first RB work_zhdjd7ouobhd3hosejfsdrnmfq 87 25 observed observed JJ work_zhdjd7ouobhd3hosejfsdrnmfq 87 26 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 87 27 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 87 28 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 87 29 important important JJ work_zhdjd7ouobhd3hosejfsdrnmfq 87 30 aspect aspect NN work_zhdjd7ouobhd3hosejfsdrnmfq 87 31 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 87 32 should should MD work_zhdjd7ouobhd3hosejfsdrnmfq 87 33 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 87 34 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 87 35 during during IN work_zhdjd7ouobhd3hosejfsdrnmfq 87 36 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 87 37 link link JJ work_zhdjd7ouobhd3hosejfsdrnmfq 87 38 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 87 39 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 87 40 Hasan Hasan NNP work_zhdjd7ouobhd3hosejfsdrnmfq 87 41 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 87 42 Zaki Zaki NNP work_zhdjd7ouobhd3hosejfsdrnmfq 87 43 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 87 44 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 87 45 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 87 46 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 88 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 88 2 instance instance NN work_zhdjd7ouobhd3hosejfsdrnmfq 88 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 88 4 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 88 5 computing compute VBG work_zhdjd7ouobhd3hosejfsdrnmfq 88 6 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 88 7 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 88 8 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 88 9 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 88 10 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 88 11 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 88 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 88 13 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 88 14 would would MD work_zhdjd7ouobhd3hosejfsdrnmfq 88 15 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 88 16 interesting interesting JJ work_zhdjd7ouobhd3hosejfsdrnmfq 88 17 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 88 18 consider consider VB work_zhdjd7ouobhd3hosejfsdrnmfq 88 19 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 88 20 only only RB work_zhdjd7ouobhd3hosejfsdrnmfq 88 21 how how WRB work_zhdjd7ouobhd3hosejfsdrnmfq 88 22 many many JJ work_zhdjd7ouobhd3hosejfsdrnmfq 88 23 but but CC work_zhdjd7ouobhd3hosejfsdrnmfq 88 24 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 88 25 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 88 26 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 88 27 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 88 28 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 88 29 formed form VBN work_zhdjd7ouobhd3hosejfsdrnmfq 88 30 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 88 31 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 88 32 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 89 1 Recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 89 2 activity activity NN work_zhdjd7ouobhd3hosejfsdrnmfq 89 3 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 89 4 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 89 5 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 89 6 may may MD work_zhdjd7ouobhd3hosejfsdrnmfq 89 7 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 89 8 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 89 9 impor- impor- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 89 10 tant tant NN work_zhdjd7ouobhd3hosejfsdrnmfq 89 11 than than IN work_zhdjd7ouobhd3hosejfsdrnmfq 89 12 older old JJR work_zhdjd7ouobhd3hosejfsdrnmfq 89 13 activity activity NN work_zhdjd7ouobhd3hosejfsdrnmfq 89 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 90 1 Also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 90 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 90 3 static static JJ work_zhdjd7ouobhd3hosejfsdrnmfq 90 4 approaches approach NNS work_zhdjd7ouobhd3hosejfsdrnmfq 90 5 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 90 6 appropriate appropriate JJ work_zhdjd7ouobhd3hosejfsdrnmfq 90 7 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 90 8 investigate investigate VB work_zhdjd7ouobhd3hosejfsdrnmfq 90 9 whether whether IN work_zhdjd7ouobhd3hosejfsdrnmfq 90 10 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 90 11 certain certain JJ work_zhdjd7ouobhd3hosejfsdrnmfq 90 12 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 90 13 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 90 14 ever ever RB work_zhdjd7ouobhd3hosejfsdrnmfq 90 15 occur occur VB work_zhdjd7ouobhd3hosejfsdrnmfq 90 16 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 90 17 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 90 18 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 90 19 but but CC work_zhdjd7ouobhd3hosejfsdrnmfq 90 20 they -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 90 21 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 90 22 less less RBR work_zhdjd7ouobhd3hosejfsdrnmfq 90 23 useful useful JJ work_zhdjd7ouobhd3hosejfsdrnmfq 90 24 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 90 25 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 90 26 instance instance NN work_zhdjd7ouobhd3hosejfsdrnmfq 90 27 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 90 28 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 90 29 applications application NNS work_zhdjd7ouobhd3hosejfsdrnmfq 90 30 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 90 31 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 90 32 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 90 33 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 90 34 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 90 35 repeated repeat VBN work_zhdjd7ouobhd3hosejfsdrnmfq 90 36 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 90 37 occurrences occurrence NNS work_zhdjd7ouobhd3hosejfsdrnmfq 90 38 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 90 39 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 90 40 interest interest NN work_zhdjd7ouobhd3hosejfsdrnmfq 90 41 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 90 42 Huang Huang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 90 43 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 90 44 Lin Lin NNP work_zhdjd7ouobhd3hosejfsdrnmfq 90 45 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 90 46 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 90 47 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 90 48 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 91 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 91 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 91 3 section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 91 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 91 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 91 6 mention mention VBP work_zhdjd7ouobhd3hosejfsdrnmfq 91 7 some some DT work_zhdjd7ouobhd3hosejfsdrnmfq 91 8 previous previous JJ work_zhdjd7ouobhd3hosejfsdrnmfq 91 9 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 91 10 concerning concern VBG work_zhdjd7ouobhd3hosejfsdrnmfq 91 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 91 12 use use NN work_zhdjd7ouobhd3hosejfsdrnmfq 91 13 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 91 14 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 91 15 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 91 16 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 91 17 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 91 18 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 91 19 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 92 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 92 2 instance instance NN work_zhdjd7ouobhd3hosejfsdrnmfq 92 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 92 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 92 5 Tylenda Tylenda NNP work_zhdjd7ouobhd3hosejfsdrnmfq 92 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 92 7 Angelova Angelova NNP work_zhdjd7ouobhd3hosejfsdrnmfq 92 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 92 9 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 92 10 Bedathur Bedathur NNP work_zhdjd7ouobhd3hosejfsdrnmfq 92 11 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 92 12 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 92 13 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 92 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 92 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 92 16 authors author NNS work_zhdjd7ouobhd3hosejfsdrnmfq 92 17 modeled model VBD work_zhdjd7ouobhd3hosejfsdrnmfq 92 18 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 92 19 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 92 20 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 92 21 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 92 22 weighted weighted JJ work_zhdjd7ouobhd3hosejfsdrnmfq 92 23 graph graph NN work_zhdjd7ouobhd3hosejfsdrnmfq 92 24 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 92 25 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 92 26 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 92 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 92 28 weight weight NN work_zhdjd7ouobhd3hosejfsdrnmfq 92 29 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 92 30 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 92 31 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 92 32 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 92 33 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 92 34 age age NN work_zhdjd7ouobhd3hosejfsdrnmfq 92 35 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 92 36 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 92 37 most most RBS work_zhdjd7ouobhd3hosejfsdrnmfq 92 38 recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 92 39 activity activity NN work_zhdjd7ouobhd3hosejfsdrnmfq 92 40 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 92 41 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 92 42 corresponding1 corresponding1 NN work_zhdjd7ouobhd3hosejfsdrnmfq 92 43 http://www.arxiv.org http://www.arxiv.org ADD work_zhdjd7ouobhd3hosejfsdrnmfq 92 44 P.R.S. P.R.S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 93 1 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 93 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 93 3 R.B.C. R.B.C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 94 1 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 94 2 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 94 3 Expert Expert NNP work_zhdjd7ouobhd3hosejfsdrnmfq 94 4 Systems Systems NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 94 5 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 94 6 Applications Applications NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 94 7 40 40 CD work_zhdjd7ouobhd3hosejfsdrnmfq 94 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 94 9 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 94 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 94 11 6652–6660 6652–6660 CD work_zhdjd7ouobhd3hosejfsdrnmfq 94 12 6653 6653 CD work_zhdjd7ouobhd3hosejfsdrnmfq 94 13 Author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 94 14 's 's POS work_zhdjd7ouobhd3hosejfsdrnmfq 94 15 personal personal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 94 16 copy copy NN work_zhdjd7ouobhd3hosejfsdrnmfq 94 17 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 94 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 95 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 95 2 link link JJ work_zhdjd7ouobhd3hosejfsdrnmfq 95 3 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 95 4 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 95 5 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 95 6 then then RB work_zhdjd7ouobhd3hosejfsdrnmfq 95 7 accomplished accomplish VBN work_zhdjd7ouobhd3hosejfsdrnmfq 95 8 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 95 9 deploy- deploy- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 95 10 ing ing JJ work_zhdjd7ouobhd3hosejfsdrnmfq 95 11 extended extended JJ work_zhdjd7ouobhd3hosejfsdrnmfq 95 12 versions version NNS work_zhdjd7ouobhd3hosejfsdrnmfq 95 13 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 95 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 95 15 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 95 16 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 95 17 adequate adequate JJ work_zhdjd7ouobhd3hosejfsdrnmfq 95 18 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 95 19 weighted weighted JJ work_zhdjd7ouobhd3hosejfsdrnmfq 95 20 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 95 21 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 95 22 e.g. e.g. RB work_zhdjd7ouobhd3hosejfsdrnmfq 95 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 95 24 weighted weight VBD work_zhdjd7ouobhd3hosejfsdrnmfq 95 25 Adamic Adamic NNP work_zhdjd7ouobhd3hosejfsdrnmfq 95 26 Adar Adar NNP work_zhdjd7ouobhd3hosejfsdrnmfq 95 27 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 95 28 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 96 1 Bringmann Bringmann NNP work_zhdjd7ouobhd3hosejfsdrnmfq 96 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 96 3 Berlingerio Berlingerio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 96 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 96 5 Bonchi Bonchi NNP work_zhdjd7ouobhd3hosejfsdrnmfq 96 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 96 7 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 96 8 Gionis Gionis NNP work_zhdjd7ouobhd3hosejfsdrnmfq 96 9 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 96 10 2010 2010 CD work_zhdjd7ouobhd3hosejfsdrnmfq 96 11 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 96 12 proposed propose VBD work_zhdjd7ouobhd3hosejfsdrnmfq 96 13 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 96 14 mine mine NN work_zhdjd7ouobhd3hosejfsdrnmfq 96 15 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 96 16 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 96 17 augmented augment VBN work_zhdjd7ouobhd3hosejfsdrnmfq 96 18 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 96 19 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 96 20 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 96 21 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 96 22 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 96 23 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 96 24 discover discover VB work_zhdjd7ouobhd3hosejfsdrnmfq 96 25 association association NN work_zhdjd7ouobhd3hosejfsdrnmfq 96 26 rules rule NNS work_zhdjd7ouobhd3hosejfsdrnmfq 96 27 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 96 28 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 96 29 terms term NNS work_zhdjd7ouobhd3hosejfsdrnmfq 96 30 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 96 31 frequent frequent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 96 32 subgraphs subgraph NNS work_zhdjd7ouobhd3hosejfsdrnmfq 96 33 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 96 34 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 96 35 best well RBS work_zhdjd7ouobhd3hosejfsdrnmfq 96 36 ex- ex- RB work_zhdjd7ouobhd3hosejfsdrnmfq 96 37 plained plain VBD work_zhdjd7ouobhd3hosejfsdrnmfq 96 38 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 96 39 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 96 40 evolution evolution NN work_zhdjd7ouobhd3hosejfsdrnmfq 96 41 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 97 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 97 2 Juszczyszyn Juszczyszyn NNP work_zhdjd7ouobhd3hosejfsdrnmfq 97 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 97 4 Musial Musial NNP work_zhdjd7ouobhd3hosejfsdrnmfq 97 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 97 6 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 97 7 Budka Budka NNP work_zhdjd7ouobhd3hosejfsdrnmfq 97 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 97 9 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 97 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 97 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 97 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 97 13 authors author NNS work_zhdjd7ouobhd3hosejfsdrnmfq 97 14 adopted adopt VBD work_zhdjd7ouobhd3hosejfsdrnmfq 97 15 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 97 16 related related JJ work_zhdjd7ouobhd3hosejfsdrnmfq 97 17 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 97 18 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 97 19 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 97 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 97 21 his- his- NN work_zhdjd7ouobhd3hosejfsdrnmfq 97 22 tory tory NN work_zhdjd7ouobhd3hosejfsdrnmfq 97 23 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 97 24 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 97 25 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 97 26 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 97 27 recorded record VBN work_zhdjd7ouobhd3hosejfsdrnmfq 97 28 during during IN work_zhdjd7ouobhd3hosejfsdrnmfq 97 29 past past JJ work_zhdjd7ouobhd3hosejfsdrnmfq 97 30 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 97 31 windows window NNS work_zhdjd7ouobhd3hosejfsdrnmfq 97 32 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 97 33 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 97 34 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 97 35 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 97 36 derive derive VB work_zhdjd7ouobhd3hosejfsdrnmfq 97 37 probabilities probability NNS work_zhdjd7ouobhd3hosejfsdrnmfq 97 38 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 97 39 transitions transition NNS work_zhdjd7ouobhd3hosejfsdrnmfq 97 40 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 97 41 triads triad NNS work_zhdjd7ouobhd3hosejfsdrnmfq 97 42 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 97 43 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 97 44 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 98 1 Although although IN work_zhdjd7ouobhd3hosejfsdrnmfq 98 2 promising promising JJ work_zhdjd7ouobhd3hosejfsdrnmfq 98 3 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 98 4 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 98 5 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 98 6 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 98 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 98 8 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 98 9 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 98 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 98 11 min- min- RB work_zhdjd7ouobhd3hosejfsdrnmfq 98 12 ing ing JJ work_zhdjd7ouobhd3hosejfsdrnmfq 98 13 frequent frequent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 98 14 subgraphs subgraph NNS work_zhdjd7ouobhd3hosejfsdrnmfq 98 15 has have VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 98 16 shown show VBN work_zhdjd7ouobhd3hosejfsdrnmfq 98 17 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 98 18 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 98 19 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 98 20 very very RB work_zhdjd7ouobhd3hosejfsdrnmfq 98 21 expensive expensive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 98 22 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 98 23 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 98 24 Coenen Coenen NNP work_zhdjd7ouobhd3hosejfsdrnmfq 98 25 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 98 26 Jiang Jiang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 98 27 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 98 28 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 98 29 Zito Zito NNP work_zhdjd7ouobhd3hosejfsdrnmfq 98 30 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 98 31 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 98 32 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 98 33 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 99 1 An an DT work_zhdjd7ouobhd3hosejfsdrnmfq 99 2 alternative alternative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 99 3 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 99 4 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 99 5 deploying deploy VBG work_zhdjd7ouobhd3hosejfsdrnmfq 99 6 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 99 7 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 99 8 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 99 9 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 99 10 treat treat VB work_zhdjd7ouobhd3hosejfsdrnmfq 99 11 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 99 12 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 99 13 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 99 14 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 99 15 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 99 16 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 99 17 forecasting forecasting NN work_zhdjd7ouobhd3hosejfsdrnmfq 99 18 problem problem NN work_zhdjd7ouobhd3hosejfsdrnmfq 99 19 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 99 20 Huang Huang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 99 21 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 99 22 Lin Lin NNP work_zhdjd7ouobhd3hosejfsdrnmfq 99 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 99 24 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 99 25 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 99 26 Potgieter Potgieter NNP work_zhdjd7ouobhd3hosejfsdrnmfq 99 27 et et NNP work_zhdjd7ouobhd3hosejfsdrnmfq 99 28 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 99 29 . . NNP work_zhdjd7ouobhd3hosejfsdrnmfq 99 30 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 99 31 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 99 32 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 99 33 Qiu Qiu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 99 34 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 99 35 He -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 99 36 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 99 37 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 99 38 Yen yen NN work_zhdjd7ouobhd3hosejfsdrnmfq 99 39 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 99 40 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 99 41 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 99 42 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 99 43 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 99 44 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 99 45 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 99 46 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 99 47 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 99 48 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 100 1 Huang Huang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 100 2 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 100 3 Lin Lin NNP work_zhdjd7ouobhd3hosejfsdrnmfq 100 4 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 100 5 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 100 6 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 100 7 built build VBD work_zhdjd7ouobhd3hosejfsdrnmfq 100 8 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 100 9 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 100 10 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 100 11 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 100 12 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 100 13 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 100 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 100 15 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 100 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 100 17 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 100 18 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 100 19 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 100 20 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 100 21 observation observation NN work_zhdjd7ouobhd3hosejfsdrnmfq 100 22 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 100 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 100 24 frequency frequency NN work_zhdjd7ouobhd3hosejfsdrnmfq 100 25 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 100 26 occurrence occurrence NN work_zhdjd7ouobhd3hosejfsdrnmfq 100 27 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 100 28 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 100 29 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 100 30 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 100 31 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 100 32 during during IN work_zhdjd7ouobhd3hosejfsdrnmfq 100 33 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 100 34 specific specific JJ work_zhdjd7ouobhd3hosejfsdrnmfq 100 35 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 100 36 peri- peri- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 100 37 od od NN work_zhdjd7ouobhd3hosejfsdrnmfq 100 38 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 101 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 101 2 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 101 3 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 101 4 forecasts forecast NNS work_zhdjd7ouobhd3hosejfsdrnmfq 101 5 produced produce VBN work_zhdjd7ouobhd3hosejfsdrnmfq 101 6 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 101 7 ARIMA arima JJ work_zhdjd7ouobhd3hosejfsdrnmfq 101 8 models model NNS work_zhdjd7ouobhd3hosejfsdrnmfq 101 9 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 101 10 Box Box NNP work_zhdjd7ouobhd3hosejfsdrnmfq 101 11 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 101 12 Jenkins Jenkins NNP work_zhdjd7ouobhd3hosejfsdrnmfq 101 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 101 14 1970 1970 CD work_zhdjd7ouobhd3hosejfsdrnmfq 101 15 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 101 16 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 101 17 then then RB work_zhdjd7ouobhd3hosejfsdrnmfq 101 18 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 101 19 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 101 20 estimate estimate VB work_zhdjd7ouobhd3hosejfsdrnmfq 101 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 101 22 probability probability NN work_zhdjd7ouobhd3hosejfsdrnmfq 101 23 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 101 24 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 101 25 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 101 26 occurrence occurrence NN work_zhdjd7ouobhd3hosejfsdrnmfq 101 27 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 102 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 102 2 Potgieter Potgieter NNP work_zhdjd7ouobhd3hosejfsdrnmfq 102 3 et et NNP work_zhdjd7ouobhd3hosejfsdrnmfq 102 4 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 102 5 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 103 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 103 2 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 103 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 103 4 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 103 5 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 103 6 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 103 7 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 103 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 103 9 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 103 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 103 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 103 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 103 13 authors author NNS work_zhdjd7ouobhd3hosejfsdrnmfq 103 14 adopted adopt VBD work_zhdjd7ouobhd3hosejfsdrnmfq 103 15 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 103 16 similar similar JJ work_zhdjd7ouobhd3hosejfsdrnmfq 103 17 idea idea NN work_zhdjd7ouobhd3hosejfsdrnmfq 103 18 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 103 19 but but CC work_zhdjd7ouobhd3hosejfsdrnmfq 103 20 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 103 21 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 103 22 case case NN work_zhdjd7ouobhd3hosejfsdrnmfq 103 23 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 103 24 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 103 25 models model NNS work_zhdjd7ouobhd3hosejfsdrnmfq 103 26 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 103 27 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 103 28 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 103 29 predict predict VB work_zhdjd7ouobhd3hosejfsdrnmfq 103 30 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 103 31 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 103 32 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 104 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 104 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 104 3 ap- ap- NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 4 proach proach NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 104 6 given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 104 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 104 8 chosen choose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 104 9 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 10 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 104 12 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 104 13 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 14 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 15 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 104 16 built build VBN work_zhdjd7ouobhd3hosejfsdrnmfq 104 17 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 104 18 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 104 19 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 20 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 104 21 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 104 22 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 104 23 computing compute VBG work_zhdjd7ouobhd3hosejfsdrnmfq 104 24 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 104 25 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 26 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 104 27 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 104 28 sequence sequence NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 29 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 104 30 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 31 periods period NNS work_zhdjd7ouobhd3hosejfsdrnmfq 104 32 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 104 33 i.e. i.e. FW work_zhdjd7ouobhd3hosejfsdrnmfq 104 34 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 104 35 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 104 36 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 104 37 snapshots snapshot NNS work_zhdjd7ouobhd3hosejfsdrnmfq 104 38 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 104 39 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 104 40 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 41 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 104 42 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 104 43 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 104 44 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 105 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 105 2 final final JJ work_zhdjd7ouobhd3hosejfsdrnmfq 105 3 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 105 4 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 105 5 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 105 6 then then RB work_zhdjd7ouobhd3hosejfsdrnmfq 105 7 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 105 8 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 105 9 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 105 10 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 105 11 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 105 12 forecasting forecast VBG work_zhdjd7ouobhd3hosejfsdrnmfq 105 13 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 105 14 corresponding corresponding JJ work_zhdjd7ouobhd3hosejfsdrnmfq 105 15 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 105 16 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 105 17 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 106 1 Different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 106 2 models model NNS work_zhdjd7ouobhd3hosejfsdrnmfq 106 3 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 106 4 applied apply VBN work_zhdjd7ouobhd3hosejfsdrnmfq 106 5 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 106 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 106 7 forecasting forecasting NN work_zhdjd7ouobhd3hosejfsdrnmfq 106 8 process process NN work_zhdjd7ouobhd3hosejfsdrnmfq 106 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 106 10 including include VBG work_zhdjd7ouobhd3hosejfsdrnmfq 106 11 ARIMA ARIMA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 106 12 models model NNS work_zhdjd7ouobhd3hosejfsdrnmfq 106 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 106 14 smoothing smooth VBG work_zhdjd7ouobhd3hosejfsdrnmfq 106 15 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 106 16 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 106 17 linear linear JJ work_zhdjd7ouobhd3hosejfsdrnmfq 106 18 regression regression NN work_zhdjd7ouobhd3hosejfsdrnmfq 106 19 models model NNS work_zhdjd7ouobhd3hosejfsdrnmfq 106 20 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 107 1 Despite despite IN work_zhdjd7ouobhd3hosejfsdrnmfq 107 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 107 3 good good JJ work_zhdjd7ouobhd3hosejfsdrnmfq 107 4 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 107 5 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 107 6 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 107 7 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 107 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 107 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 107 10 difficulty difficulty NN work_zhdjd7ouobhd3hosejfsdrnmfq 107 11 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 107 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 107 13 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 107 14 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 107 15 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 107 16 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 107 17 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 107 18 choose choose VB work_zhdjd7ouobhd3hosejfsdrnmfq 107 19 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 107 20 adequate adequate JJ work_zhdjd7ouobhd3hosejfsdrnmfq 107 21 forecasting forecasting NN work_zhdjd7ouobhd3hosejfsdrnmfq 107 22 model model NN work_zhdjd7ouobhd3hosejfsdrnmfq 107 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 107 24 among among IN work_zhdjd7ouobhd3hosejfsdrnmfq 107 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 107 26 variety variety NN work_zhdjd7ouobhd3hosejfsdrnmfq 107 27 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 107 28 models model NNS work_zhdjd7ouobhd3hosejfsdrnmfq 107 29 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 107 30 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 107 31 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 107 32 applied apply VBN work_zhdjd7ouobhd3hosejfsdrnmfq 107 33 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 108 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 108 2 fact fact NN work_zhdjd7ouobhd3hosejfsdrnmfq 108 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 108 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 108 5 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 108 6 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 108 7 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 108 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 108 9 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 108 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 108 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 108 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 108 13 authors author NNS work_zhdjd7ouobhd3hosejfsdrnmfq 108 14 ob- ob- WDT work_zhdjd7ouobhd3hosejfsdrnmfq 108 15 served serve VBD work_zhdjd7ouobhd3hosejfsdrnmfq 108 16 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 108 17 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 108 18 wrong wrong JJ work_zhdjd7ouobhd3hosejfsdrnmfq 108 19 decision decision NN work_zhdjd7ouobhd3hosejfsdrnmfq 108 20 concerning concern VBG work_zhdjd7ouobhd3hosejfsdrnmfq 108 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 108 22 forecasting forecasting NN work_zhdjd7ouobhd3hosejfsdrnmfq 108 23 model model NN work_zhdjd7ouobhd3hosejfsdrnmfq 108 24 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 108 25 have have VB work_zhdjd7ouobhd3hosejfsdrnmfq 108 26 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 108 27 negative negative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 108 28 impact impact NN work_zhdjd7ouobhd3hosejfsdrnmfq 108 29 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 108 30 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 108 31 link link NNP work_zhdjd7ouobhd3hosejfsdrnmfq 108 32 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 108 33 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 108 34 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 109 1 3 3 LS work_zhdjd7ouobhd3hosejfsdrnmfq 109 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 110 1 Event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 110 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 110 3 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 110 4 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 110 5 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 110 6 Social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 110 7 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 110 8 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 110 9 highly highly RB work_zhdjd7ouobhd3hosejfsdrnmfq 110 10 dynamic dynamic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 110 11 structures structure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 110 12 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 110 13 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 110 14 several several JJ work_zhdjd7ouobhd3hosejfsdrnmfq 110 15 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 110 16 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 110 17 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 110 18 tend tend VBP work_zhdjd7ouobhd3hosejfsdrnmfq 110 19 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 110 20 appear appear VB work_zhdjd7ouobhd3hosejfsdrnmfq 110 21 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 110 22 disappear disappear VB work_zhdjd7ouobhd3hosejfsdrnmfq 110 23 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 110 24 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 110 25 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 111 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 111 2 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 111 3 evolution evolution NN work_zhdjd7ouobhd3hosejfsdrnmfq 111 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 111 5 these these DT work_zhdjd7ouobhd3hosejfsdrnmfq 111 6 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 111 7 brings bring VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 111 8 valuable valuable JJ work_zhdjd7ouobhd3hosejfsdrnmfq 111 9 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 111 10 about about IN work_zhdjd7ouobhd3hosejfsdrnmfq 111 11 how how WRB work_zhdjd7ouobhd3hosejfsdrnmfq 111 12 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 111 13 tend tend VBP work_zhdjd7ouobhd3hosejfsdrnmfq 111 14 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 111 15 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 111 16 formed form VBN work_zhdjd7ouobhd3hosejfsdrnmfq 111 17 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 111 18 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 111 19 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 111 20 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 111 21 that that DT work_zhdjd7ouobhd3hosejfsdrnmfq 111 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 111 23 should should MD work_zhdjd7ouobhd3hosejfsdrnmfq 111 24 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 111 25 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 111 26 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 111 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 111 28 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 111 29 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 111 30 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 111 31 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 112 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 112 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 112 3 current current JJ work_zhdjd7ouobhd3hosejfsdrnmfq 112 4 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 112 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 112 6 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 112 7 pro- pro- RB work_zhdjd7ouobhd3hosejfsdrnmfq 112 8 pose pose VBP work_zhdjd7ouobhd3hosejfsdrnmfq 112 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 112 10 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 112 11 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 112 12 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 112 13 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 112 14 takes take VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 112 15 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 112 16 account account NN work_zhdjd7ouobhd3hosejfsdrnmfq 112 17 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 112 18 tempo- tempo- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 112 19 ral ral JJ work_zhdjd7ouobhd3hosejfsdrnmfq 112 20 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 112 21 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 112 22 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 112 23 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 112 24 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 112 25 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 112 26 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 112 27 related relate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 112 28 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 112 29 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 112 30 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 112 31 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 112 32 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 112 33 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 112 34 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 112 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 113 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 113 2 aim aim NN work_zhdjd7ouobhd3hosejfsdrnmfq 113 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 4 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 113 5 proposal proposal NN work_zhdjd7ouobhd3hosejfsdrnmfq 113 6 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 113 7 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 113 8 combine combine VB work_zhdjd7ouobhd3hosejfsdrnmfq 113 9 Ho- Ho- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 113 10 mans mans NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 113 11 ’ ' '' work_zhdjd7ouobhd3hosejfsdrnmfq 113 12 thought think VBD work_zhdjd7ouobhd3hosejfsdrnmfq 113 13 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 113 15 strength strength NN work_zhdjd7ouobhd3hosejfsdrnmfq 113 16 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 17 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 113 18 connection connection NN work_zhdjd7ouobhd3hosejfsdrnmfq 113 19 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 20 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 113 21 indi- indi- NN work_zhdjd7ouobhd3hosejfsdrnmfq 113 22 viduals vidual NNS work_zhdjd7ouobhd3hosejfsdrnmfq 113 23 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 113 24 directly directly RB work_zhdjd7ouobhd3hosejfsdrnmfq 113 25 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 113 26 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 27 how how WRB work_zhdjd7ouobhd3hosejfsdrnmfq 113 28 often often RB work_zhdjd7ouobhd3hosejfsdrnmfq 113 29 they -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 113 30 interact interact VBP work_zhdjd7ouobhd3hosejfsdrnmfq 113 31 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 32 one one CD work_zhdjd7ouobhd3hosejfsdrnmfq 113 33 another another DT work_zhdjd7ouobhd3hosejfsdrnmfq 113 34 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 113 35 modeled model VBN work_zhdjd7ouobhd3hosejfsdrnmfq 113 36 here here RB work_zhdjd7ouobhd3hosejfsdrnmfq 113 37 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 38 means mean NNS work_zhdjd7ouobhd3hosejfsdrnmfq 113 39 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 40 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 113 41 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 113 42 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 113 43 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 113 44 Homans homan NNS work_zhdjd7ouobhd3hosejfsdrnmfq 113 45 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 113 46 1951 1951 CD work_zhdjd7ouobhd3hosejfsdrnmfq 113 47 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 113 48 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 113 49 Newman Newman NNP work_zhdjd7ouobhd3hosejfsdrnmfq 113 50 ’s ’s POS work_zhdjd7ouobhd3hosejfsdrnmfq 113 51 idea idea NN work_zhdjd7ouobhd3hosejfsdrnmfq 113 52 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 53 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 113 54 bigger big JJR work_zhdjd7ouobhd3hosejfsdrnmfq 113 55 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 113 56 number number NN work_zhdjd7ouobhd3hosejfsdrnmfq 113 57 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 58 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 113 59 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 113 60 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 61 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 113 62 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 113 63 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 113 64 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 113 65 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 113 66 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 113 67 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 113 68 probability probability NN work_zhdjd7ouobhd3hosejfsdrnmfq 113 69 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 113 70 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 113 71 connected connect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 113 72 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 113 73 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 113 74 future future NN work_zhdjd7ouobhd3hosejfsdrnmfq 113 75 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 113 76 Newman Newman NNP work_zhdjd7ouobhd3hosejfsdrnmfq 113 77 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 113 78 2001 2001 CD work_zhdjd7ouobhd3hosejfsdrnmfq 113 79 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 113 80 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 114 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 114 2 general general JJ work_zhdjd7ouobhd3hosejfsdrnmfq 114 3 idea idea NN work_zhdjd7ouobhd3hosejfsdrnmfq 114 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 114 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 114 6 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 114 7 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 114 8 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 114 9 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 114 10 increase increase VB work_zhdjd7ouobhd3hosejfsdrnmfq 114 11 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 114 12 de- de- RB work_zhdjd7ouobhd3hosejfsdrnmfq 114 13 crease crease VB work_zhdjd7ouobhd3hosejfsdrnmfq 114 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 114 15 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 114 16 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 114 17 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 114 18 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 114 19 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 114 20 depending depend VBG work_zhdjd7ouobhd3hosejfsdrnmfq 114 21 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 114 22 tem- tem- RB work_zhdjd7ouobhd3hosejfsdrnmfq 114 23 poral poral JJ work_zhdjd7ouobhd3hosejfsdrnmfq 114 24 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 114 25 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 114 26 among among IN work_zhdjd7ouobhd3hosejfsdrnmfq 114 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 114 28 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 114 29 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 114 30 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 114 31 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 114 32 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 114 33 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 115 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 115 2 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 115 3 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 115 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 115 5 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 115 6 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 115 7 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 115 8 explained explain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 115 9 better well RBR work_zhdjd7ouobhd3hosejfsdrnmfq 115 10 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 115 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 115 12 next next JJ work_zhdjd7ouobhd3hosejfsdrnmfq 115 13 section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 115 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 115 15 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 115 16 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 115 17 through through IN work_zhdjd7ouobhd3hosejfsdrnmfq 115 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 115 19 appearance appearance NN work_zhdjd7ouobhd3hosejfsdrnmfq 115 20 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 115 21 disap- disap- NN work_zhdjd7ouobhd3hosejfsdrnmfq 115 22 pearance pearance NN work_zhdjd7ouobhd3hosejfsdrnmfq 115 23 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 115 24 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 115 25 around around IN work_zhdjd7ouobhd3hosejfsdrnmfq 115 26 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 115 27 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 115 28 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 115 29 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 115 30 evolves evolve VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 115 31 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 116 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 116 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 116 3 pro- pro- NN work_zhdjd7ouobhd3hosejfsdrnmfq 116 4 posed pose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 116 5 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 116 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 116 7 initially initially RB work_zhdjd7ouobhd3hosejfsdrnmfq 116 8 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 116 9 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 116 10 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 116 11 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 116 12 created create VBN work_zhdjd7ouobhd3hosejfsdrnmfq 116 13 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 116 14 extracting extract VBG work_zhdjd7ouobhd3hosejfsdrnmfq 116 15 consecutive consecutive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 116 16 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 116 17 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 116 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 116 19 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 116 20 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 116 21 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 116 22 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 116 23 intervals interval NNS work_zhdjd7ouobhd3hosejfsdrnmfq 116 24 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 117 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 117 2 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 117 3 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 117 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 117 5 then then RB work_zhdjd7ouobhd3hosejfsdrnmfq 117 6 computed compute VBN work_zhdjd7ouobhd3hosejfsdrnmfq 117 7 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 117 8 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 117 9 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 117 10 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 117 11 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 117 12 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 117 13 aggre- aggre- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 117 14 gating gate VBG work_zhdjd7ouobhd3hosejfsdrnmfq 117 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 117 16 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 117 17 assigned assign VBN work_zhdjd7ouobhd3hosejfsdrnmfq 117 18 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 117 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 117 20 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 117 21 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 117 22 observed observe VBD work_zhdjd7ouobhd3hosejfsdrnmfq 117 23 dur- dur- VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 117 24 ing e VBG work_zhdjd7ouobhd3hosejfsdrnmfq 117 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 117 26 transitions transition NNS work_zhdjd7ouobhd3hosejfsdrnmfq 117 27 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 117 28 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 117 29 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 118 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 118 2 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 118 3 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 118 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 118 5 explained explain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 118 6 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 118 7 more more JJR work_zhdjd7ouobhd3hosejfsdrnmfq 118 8 detail detail NN work_zhdjd7ouobhd3hosejfsdrnmfq 118 9 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 118 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 118 11 next next JJ work_zhdjd7ouobhd3hosejfsdrnmfq 118 12 subsections subsection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 118 13 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 119 1 3.1 3.1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 119 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 120 1 Temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 120 2 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 120 3 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 120 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 120 5 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 120 6 solution solution NN work_zhdjd7ouobhd3hosejfsdrnmfq 120 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 120 8 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 120 9 initially initially RB work_zhdjd7ouobhd3hosejfsdrnmfq 120 10 build build VBP work_zhdjd7ouobhd3hosejfsdrnmfq 120 11 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 120 12 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 120 13 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 120 14 N n NN work_zhdjd7ouobhd3hosejfsdrnmfq 120 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 120 16 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 120 17 following follow VBG work_zhdjd7ouobhd3hosejfsdrnmfq 120 18 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 120 19 methodology methodology NN work_zhdjd7ouobhd3hosejfsdrnmfq 120 20 described describe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 120 21 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 120 22 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 120 23 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 120 24 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 120 25 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 120 26 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 120 27 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 120 28 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 121 1 First first RB work_zhdjd7ouobhd3hosejfsdrnmfq 121 2 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 121 3 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 121 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 121 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 121 6 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 121 7 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 121 8 split split VBN work_zhdjd7ouobhd3hosejfsdrnmfq 121 9 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 121 10 several several JJ work_zhdjd7ouobhd3hosejfsdrnmfq 121 11 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 121 12 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 121 13 sliced slice VBN work_zhdjd7ouobhd3hosejfsdrnmfq 121 14 snapshots snapshot NNS work_zhdjd7ouobhd3hosejfsdrnmfq 121 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 121 16 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 121 17 represent represent VBP work_zhdjd7ouobhd3hosejfsdrnmfq 121 18 states state NNS work_zhdjd7ouobhd3hosejfsdrnmfq 121 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 121 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 121 21 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 121 22 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 121 23 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 121 24 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 121 25 intervals interval NNS work_zhdjd7ouobhd3hosejfsdrnmfq 121 26 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 121 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 121 28 past past NN work_zhdjd7ouobhd3hosejfsdrnmfq 121 29 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 122 1 After after IN work_zhdjd7ouobhd3hosejfsdrnmfq 122 2 that that DT work_zhdjd7ouobhd3hosejfsdrnmfq 122 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 122 4 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 122 5 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 122 6 built build VBN work_zhdjd7ouobhd3hosejfsdrnmfq 122 7 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 122 8 grouping group VBG work_zhdjd7ouobhd3hosejfsdrnmfq 122 9 con- con- NN work_zhdjd7ouobhd3hosejfsdrnmfq 122 10 secutive secutive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 122 11 snapshots snapshot NNS work_zhdjd7ouobhd3hosejfsdrnmfq 122 12 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 123 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 123 2 size size NN work_zhdjd7ouobhd3hosejfsdrnmfq 123 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 123 4 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 123 5 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 123 6 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 123 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 123 8 same same JJ work_zhdjd7ouobhd3hosejfsdrnmfq 123 9 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 123 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 123 11 length length NN work_zhdjd7ouobhd3hosejfsdrnmfq 123 12 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 123 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 123 14 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 123 15 window window NN work_zhdjd7ouobhd3hosejfsdrnmfq 123 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 123 17 pre pre VBN work_zhdjd7ouobhd3hosejfsdrnmfq 123 18 - - VBN work_zhdjd7ouobhd3hosejfsdrnmfq 123 19 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 123 20 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 123 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 123 22 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 123 23 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 123 24 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 123 25 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 124 1 Each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 124 2 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 124 3 represents represent VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 124 4 one one CD work_zhdjd7ouobhd3hosejfsdrnmfq 124 5 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 124 6 step step NN work_zhdjd7ouobhd3hosejfsdrnmfq 124 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 124 8 N n NN work_zhdjd7ouobhd3hosejfsdrnmfq 124 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 125 1 This this DT work_zhdjd7ouobhd3hosejfsdrnmfq 125 2 methodology methodology NN work_zhdjd7ouobhd3hosejfsdrnmfq 125 3 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 125 4 detailed detail VBN work_zhdjd7ouobhd3hosejfsdrnmfq 125 5 below below RB work_zhdjd7ouobhd3hosejfsdrnmfq 125 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 126 1 Let let VB work_zhdjd7ouobhd3hosejfsdrnmfq 126 2 GðV GðV NNP work_zhdjd7ouobhd3hosejfsdrnmfq 126 3 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 126 4 EÞ EÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 126 5 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 126 6 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 126 7 graph graph NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 8 representing represent VBG work_zhdjd7ouobhd3hosejfsdrnmfq 126 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 126 10 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 126 11 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 12 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 126 13 up up IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 14 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 15 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 16 T. t. NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 17 Each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 126 18 edge edge NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 19 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 20 E e NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 21 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 126 22 represented represent VBN work_zhdjd7ouobhd3hosejfsdrnmfq 126 23 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 24 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 126 25 triple triple JJ work_zhdjd7ouobhd3hosejfsdrnmfq 126 26 ðu ðu NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 27 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 126 28 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 126 29 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 126 30 tÞ tÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 126 31 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 126 32 indicat- indicat- NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 33 ing e VBG work_zhdjd7ouobhd3hosejfsdrnmfq 126 34 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 35 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 126 36 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 126 37 u u NNP work_zhdjd7ouobhd3hosejfsdrnmfq 126 38 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 126 39 v v NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 40 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 126 41 V V NNP work_zhdjd7ouobhd3hosejfsdrnmfq 126 42 had have VBD work_zhdjd7ouobhd3hosejfsdrnmfq 126 43 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 126 44 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 126 45 interaction interaction NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 46 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 47 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 48 t. t. . work_zhdjd7ouobhd3hosejfsdrnmfq 126 49 Hence hence RB work_zhdjd7ouobhd3hosejfsdrnmfq 126 50 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 126 51 more more JJR work_zhdjd7ouobhd3hosejfsdrnmfq 126 52 than than IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 53 one one CD work_zhdjd7ouobhd3hosejfsdrnmfq 126 54 edge edge NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 55 related relate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 126 56 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 57 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 126 58 single single JJ work_zhdjd7ouobhd3hosejfsdrnmfq 126 59 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 60 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 61 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 126 62 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 126 63 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 126 64 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 126 65 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 66 E e NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 67 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 68 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 126 69 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 126 70 interacted interact VBN work_zhdjd7ouobhd3hosejfsdrnmfq 126 71 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 72 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 126 73 moments moment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 126 74 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 126 75 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 126 76 past past NN work_zhdjd7ouobhd3hosejfsdrnmfq 126 77 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 127 1 Let let VB work_zhdjd7ouobhd3hosejfsdrnmfq 127 2 w w PRP work_zhdjd7ouobhd3hosejfsdrnmfq 127 3 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 127 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 127 5 length length NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 127 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 127 8 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 9 window window NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 127 11 i.e. i.e. FW work_zhdjd7ouobhd3hosejfsdrnmfq 127 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 127 13 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 127 14 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 15 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 127 16 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 127 17 predict predict VB work_zhdjd7ouobhd3hosejfsdrnmfq 127 18 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 127 19 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 127 20 concerning concern VBG work_zhdjd7ouobhd3hosejfsdrnmfq 127 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 127 22 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 127 23 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 24 interval interval NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 25 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 127 26 T T NNP work_zhdjd7ouobhd3hosejfsdrnmfq 127 27 þ þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 127 28 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 127 29 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 127 30 T T NNP work_zhdjd7ouobhd3hosejfsdrnmfq 127 31 þ þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 127 32 w. w. NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 33 Let let VB work_zhdjd7ouobhd3hosejfsdrnmfq 127 34 Gt gt PRP work_zhdjd7ouobhd3hosejfsdrnmfq 127 35 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 127 36 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 127 37 sub sub JJ work_zhdjd7ouobhd3hosejfsdrnmfq 127 38 - - NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 39 graph graph NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 40 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 127 41 G g NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 42 containing contain VBG work_zhdjd7ouobhd3hosejfsdrnmfq 127 43 only only RB work_zhdjd7ouobhd3hosejfsdrnmfq 127 44 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 127 45 edges edge NNS work_zhdjd7ouobhd3hosejfsdrnmfq 127 46 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 127 47 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 127 48 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 127 49 t. t. . work_zhdjd7ouobhd3hosejfsdrnmfq 127 50 Let let VB work_zhdjd7ouobhd3hosejfsdrnmfq 127 51 ½Gt ½Gt -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 127 52 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 127 53 Gtþ1 Gtþ1 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 127 54 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 127 55 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 128 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 129 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 130 1 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 130 2 Gtþm Gtþm NNS work_zhdjd7ouobhd3hosejfsdrnmfq 130 3 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 130 4 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 130 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 130 6 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 130 7 formed form VBN work_zhdjd7ouobhd3hosejfsdrnmfq 130 8 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 130 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 130 10 disjoint disjoint NNP work_zhdjd7ouobhd3hosejfsdrnmfq 130 11 union union NNP work_zhdjd7ouobhd3hosejfsdrnmfq 130 12 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 130 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 130 14 graphs graphs NN work_zhdjd7ouobhd3hosejfsdrnmfq 130 15 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 130 16 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 130 17 t t NNP work_zhdjd7ouobhd3hosejfsdrnmfq 130 18 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 130 19 t t VB work_zhdjd7ouobhd3hosejfsdrnmfq 130 20 þ þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 130 21 m. m. NN work_zhdjd7ouobhd3hosejfsdrnmfq 130 22 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 130 23 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 130 24 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 130 25 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 130 26 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 130 27 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 130 28 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 130 29 n n CC work_zhdjd7ouobhd3hosejfsdrnmfq 130 30 con- con- NN work_zhdjd7ouobhd3hosejfsdrnmfq 130 31 secutive secutive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 130 32 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 130 33 N n CC work_zhdjd7ouobhd3hosejfsdrnmfq 130 34 ¼fF1 ¼fF1 NNS work_zhdjd7ouobhd3hosejfsdrnmfq 130 35 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 130 36 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 131 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 132 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 133 1 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 133 2 F F NNP work_zhdjd7ouobhd3hosejfsdrnmfq 133 3 k k NNP work_zhdjd7ouobhd3hosejfsdrnmfq 133 4 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 133 5 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 134 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 135 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 136 1 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 136 2 F f NN work_zhdjd7ouobhd3hosejfsdrnmfq 136 3 ng ng NN work_zhdjd7ouobhd3hosejfsdrnmfq 136 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 136 5 size size NN work_zhdjd7ouobhd3hosejfsdrnmfq 136 6 w w NNP work_zhdjd7ouobhd3hosejfsdrnmfq 136 7 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 136 8 extracted extract VBN work_zhdjd7ouobhd3hosejfsdrnmfq 136 9 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 136 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 136 11 graph graph NN work_zhdjd7ouobhd3hosejfsdrnmfq 136 12 G. G. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 136 13 Formally Formally NNP work_zhdjd7ouobhd3hosejfsdrnmfq 136 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 136 15 N n CC work_zhdjd7ouobhd3hosejfsdrnmfq 136 16 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 136 17 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 136 18 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 136 19 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 136 20 N n CC work_zhdjd7ouobhd3hosejfsdrnmfq 136 21 ¼f ¼f CD work_zhdjd7ouobhd3hosejfsdrnmfq 136 22 ½GT ½gt CD work_zhdjd7ouobhd3hosejfsdrnmfq 136 23 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 136 24 nwþ1 nwþ1 NNS work_zhdjd7ouobhd3hosejfsdrnmfq 136 25 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 136 26 GT GT NNP work_zhdjd7ouobhd3hosejfsdrnmfq 136 27 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 136 28 nwþ2 nwþ2 NN work_zhdjd7ouobhd3hosejfsdrnmfq 136 29 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 136 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 137 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 138 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 139 1 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 139 2 GT GT NNP work_zhdjd7ouobhd3hosejfsdrnmfq 139 3 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 139 4 ðn ðn NNP work_zhdjd7ouobhd3hosejfsdrnmfq 139 5 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 139 6 1Þw 1þw CD work_zhdjd7ouobhd3hosejfsdrnmfq 139 7 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 139 8 ; ; , work_zhdjd7ouobhd3hosejfsdrnmfq 139 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 140 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 141 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 142 1 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 142 2 ½GT ½gt ADD work_zhdjd7ouobhd3hosejfsdrnmfq 142 3 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 142 4 2wþ1 2wþ1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 142 5 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 142 6 GT GT NNP work_zhdjd7ouobhd3hosejfsdrnmfq 142 7 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 142 8 2wþ2 2wþ2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 142 9 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 142 10 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 143 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 144 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 145 1 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 145 2 GT GT NNP work_zhdjd7ouobhd3hosejfsdrnmfq 145 3 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 145 4 w w DT work_zhdjd7ouobhd3hosejfsdrnmfq 145 5 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 145 6 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 145 7 ½GT ½GT NNP work_zhdjd7ouobhd3hosejfsdrnmfq 145 8 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 145 9 wþ1 wþ1 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 145 10 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 145 11 GT GT NNP work_zhdjd7ouobhd3hosejfsdrnmfq 145 12 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 145 13 wþ2 wþ2 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 145 14 ; ; , work_zhdjd7ouobhd3hosejfsdrnmfq 145 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 146 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 147 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 148 1 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 148 2 GT GT NNP work_zhdjd7ouobhd3hosejfsdrnmfq 148 3 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 148 4 g g NNP work_zhdjd7ouobhd3hosejfsdrnmfq 148 5 ð1Þ ð1þ XX work_zhdjd7ouobhd3hosejfsdrnmfq 148 6 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 148 7 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 148 8 Fk Fk NNP work_zhdjd7ouobhd3hosejfsdrnmfq 148 9 ¼ ¼ NN work_zhdjd7ouobhd3hosejfsdrnmfq 148 10 ½GT ½gt CD work_zhdjd7ouobhd3hosejfsdrnmfq 148 11 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 148 12 ðn ðn NNP work_zhdjd7ouobhd3hosejfsdrnmfq 148 13 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 148 14 kþ1Þwþ1 kþ1Þwþ1 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 148 15 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 148 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 149 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 150 1 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 151 1 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 151 2 GT GT NNP work_zhdjd7ouobhd3hosejfsdrnmfq 151 3 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 151 4 ðn ðn NNP work_zhdjd7ouobhd3hosejfsdrnmfq 151 5 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 151 6 kÞw kþw ADD work_zhdjd7ouobhd3hosejfsdrnmfq 151 7 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 151 8 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 151 9 hence hence RB work_zhdjd7ouobhd3hosejfsdrnmfq 151 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 151 11 sub sub JJ work_zhdjd7ouobhd3hosejfsdrnmfq 151 12 - - NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 13 graph graph NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 151 15 G g NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 16 containing contain VBG work_zhdjd7ouobhd3hosejfsdrnmfq 151 17 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 151 18 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 151 19 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 151 20 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 151 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 151 22 k k NNP work_zhdjd7ouobhd3hosejfsdrnmfq 151 23 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 151 24 th th NNP work_zhdjd7ouobhd3hosejfsdrnmfq 151 25 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 26 interval interval NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 27 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 151 28 size size NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 29 w. w. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 151 30 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 151 31 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 151 32 example example NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 33 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 151 34 consider consider VB work_zhdjd7ouobhd3hosejfsdrnmfq 151 35 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 151 36 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 37 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 151 38 up up IN work_zhdjd7ouobhd3hosejfsdrnmfq 151 39 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 151 40 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 151 41 year year NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 42 T T NNP work_zhdjd7ouobhd3hosejfsdrnmfq 151 43 ¼ ¼ NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 44 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 151 45 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 151 46 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 151 47 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 48 window window NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 49 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 151 50 length length NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 51 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 151 52 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 151 53 i.e. i.e. FW work_zhdjd7ouobhd3hosejfsdrnmfq 151 54 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 151 55 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 151 56 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 151 57 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 151 58 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 151 59 predict predict VB work_zhdjd7ouobhd3hosejfsdrnmfq 151 60 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 151 61 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 151 62 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 151 63 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 151 64 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 151 65 2014 2014 CD work_zhdjd7ouobhd3hosejfsdrnmfq 151 66 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 151 67 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 152 1 If if IN work_zhdjd7ouobhd3hosejfsdrnmfq 152 2 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 152 3 extract extract VBP work_zhdjd7ouobhd3hosejfsdrnmfq 152 4 n n IN work_zhdjd7ouobhd3hosejfsdrnmfq 152 5 ¼ ¼ JJ work_zhdjd7ouobhd3hosejfsdrnmfq 152 6 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 152 7 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 152 8 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 152 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 152 10 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 152 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 152 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 152 13 following follow VBG work_zhdjd7ouobhd3hosejfsdrnmfq 152 14 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 152 15 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 152 16 N n CD work_zhdjd7ouobhd3hosejfsdrnmfq 152 17 ¼fF1 ¼fF1 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 18 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 152 19 F2 f2 NN work_zhdjd7ouobhd3hosejfsdrnmfq 152 20 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 152 21 F f NN work_zhdjd7ouobhd3hosejfsdrnmfq 152 22 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 152 23 g g NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 24 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 152 25 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 152 26 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 152 27 N n NN work_zhdjd7ouobhd3hosejfsdrnmfq 152 28 ¼f½G2007 ¼f½G2007 NNS work_zhdjd7ouobhd3hosejfsdrnmfq 152 29 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 152 30 G2008 G2008 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 31 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 32 ; ; , work_zhdjd7ouobhd3hosejfsdrnmfq 152 33 ½G2009 ½g2009 NN work_zhdjd7ouobhd3hosejfsdrnmfq 152 34 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 152 35 G2010 G2010 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 36 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 37 ; ; , work_zhdjd7ouobhd3hosejfsdrnmfq 152 38 ½G2011 ½G2011 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 39 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 152 40 G2012 G2012 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 41 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 42 g g NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 43 ð2Þ ð2Þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 152 44 This this DT work_zhdjd7ouobhd3hosejfsdrnmfq 152 45 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 152 46 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 152 47 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 152 48 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 152 49 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 152 50 analyze analyze VB work_zhdjd7ouobhd3hosejfsdrnmfq 152 51 how how WRB work_zhdjd7ouobhd3hosejfsdrnmfq 152 52 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 152 53 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 152 54 evolved evolve VBD work_zhdjd7ouobhd3hosejfsdrnmfq 152 55 every every DT work_zhdjd7ouobhd3hosejfsdrnmfq 152 56 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 152 57 years year NNS work_zhdjd7ouobhd3hosejfsdrnmfq 152 58 since since IN work_zhdjd7ouobhd3hosejfsdrnmfq 152 59 2007 2007 CD work_zhdjd7ouobhd3hosejfsdrnmfq 152 60 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 153 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 153 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 153 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 153 4 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 153 5 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 153 6 introduce introduce VB work_zhdjd7ouobhd3hosejfsdrnmfq 153 7 next next JJ work_zhdjd7ouobhd3hosejfsdrnmfq 153 8 section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 153 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 153 10 concept concept NN work_zhdjd7ouobhd3hosejfsdrnmfq 153 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 153 12 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 153 13 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 153 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 153 15 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 153 16 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 153 17 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 153 18 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 153 19 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 153 20 sub- sub- DT work_zhdjd7ouobhd3hosejfsdrnmfq 153 21 sequent sequent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 153 22 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 153 23 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 154 1 3.2 3.2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 154 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 155 1 Temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 155 2 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 155 3 We -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 155 4 define define VBP work_zhdjd7ouobhd3hosejfsdrnmfq 155 5 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 155 6 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 155 7 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 155 8 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 155 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 155 10 specific specific JJ work_zhdjd7ouobhd3hosejfsdrnmfq 155 11 activity activity NN work_zhdjd7ouobhd3hosejfsdrnmfq 155 12 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 155 13 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 155 14 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 155 15 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 155 16 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 155 17 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 155 18 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 155 19 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 155 20 subsequent subsequent NN work_zhdjd7ouobhd3hosejfsdrnmfq 155 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 156 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 156 2 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 156 3 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 156 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 156 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 156 6 ac- ac- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 156 7 tion tion NN work_zhdjd7ouobhd3hosejfsdrnmfq 156 8 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 156 9 leads lead VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 156 10 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 156 11 dyad dyad NNS work_zhdjd7ouobhd3hosejfsdrnmfq 156 12 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 156 13 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 156 14 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 156 15 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 156 16 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 156 17 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 156 18 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 156 19 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 156 20 state state NN work_zhdjd7ouobhd3hosejfsdrnmfq 156 21 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 156 22 connected connect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 156 23 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 156 24 non non JJ work_zhdjd7ouobhd3hosejfsdrnmfq 156 25 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 156 26 connected connected JJ work_zhdjd7ouobhd3hosejfsdrnmfq 156 27 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 156 28 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 156 29 another another DT work_zhdjd7ouobhd3hosejfsdrnmfq 156 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 157 1 Events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 157 2 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 157 3 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 157 4 categorized categorize VBN work_zhdjd7ouobhd3hosejfsdrnmfq 157 5 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 157 6 one one CD work_zhdjd7ouobhd3hosejfsdrnmfq 157 7 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 157 8 three three CD work_zhdjd7ouobhd3hosejfsdrnmfq 157 9 mutually mutually RB work_zhdjd7ouobhd3hosejfsdrnmfq 157 10 exclusive exclusive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 157 11 types type NNS work_zhdjd7ouobhd3hosejfsdrnmfq 157 12 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 157 13 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 157 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 157 15 innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 157 16 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 157 17 regres- regres- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 157 18 sive sive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 157 19 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 157 20 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 157 21 below below RB work_zhdjd7ouobhd3hosejfsdrnmfq 157 22 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 158 1 � � JJ work_zhdjd7ouobhd3hosejfsdrnmfq 158 2 Conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 158 3 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 158 4 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 158 5 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 158 6 occurs occur VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 158 7 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 158 8 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 158 9 relationship relationship NN work_zhdjd7ouobhd3hosejfsdrnmfq 158 10 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 158 11 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 158 12 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 158 13 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 158 14 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 158 15 dropped drop VBN work_zhdjd7ouobhd3hosejfsdrnmfq 158 16 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 158 17 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 158 18 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 158 19 evolves evolve VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 158 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 158 21 that that RB work_zhdjd7ouobhd3hosejfsdrnmfq 158 22 is is RB work_zhdjd7ouobhd3hosejfsdrnmfq 158 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 158 24 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 158 25 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 158 26 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 158 27 share share VBP work_zhdjd7ouobhd3hosejfsdrnmfq 158 28 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 158 29 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 158 30 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 158 31 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 158 32 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 158 33 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 158 34 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 158 35 connection connection NN work_zhdjd7ouobhd3hosejfsdrnmfq 158 36 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 158 37 pre- pre- RB work_zhdjd7ouobhd3hosejfsdrnmfq 158 38 served serve VBN work_zhdjd7ouobhd3hosejfsdrnmfq 158 39 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 158 40 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 158 41 subsequent subsequent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 158 42 one one CD work_zhdjd7ouobhd3hosejfsdrnmfq 158 43 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 159 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 159 2 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 159 3 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 159 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 159 5 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 159 6 ðu ðu XX work_zhdjd7ouobhd3hosejfsdrnmfq 159 7 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 159 8 vÞ vÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 159 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 159 10 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 159 11 define define VBP work_zhdjd7ouobhd3hosejfsdrnmfq 159 12 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 159 13 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 159 14 Cðu Cðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 159 15 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 159 16 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 159 17 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 159 18 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 159 19 related related JJ work_zhdjd7ouobhd3hosejfsdrnmfq 159 20 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 159 21 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 159 22 Fk Fk NNP work_zhdjd7ouobhd3hosejfsdrnmfq 159 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 159 24 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 159 25 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 159 26 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 159 27 take take VB work_zhdjd7ouobhd3hosejfsdrnmfq 159 28 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 159 29 account account NN work_zhdjd7ouobhd3hosejfsdrnmfq 159 30 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 159 31 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 159 32 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 159 33 during during IN work_zhdjd7ouobhd3hosejfsdrnmfq 159 34 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 159 35 transition transition NN work_zhdjd7ouobhd3hosejfsdrnmfq 159 36 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 159 37 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 159 38 ðk ðk NNP work_zhdjd7ouobhd3hosejfsdrnmfq 159 39 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 159 40 1Þth 1þth CD work_zhdjd7ouobhd3hosejfsdrnmfq 159 41 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 159 42 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 159 43 kth kth NNP work_zhdjd7ouobhd3hosejfsdrnmfq 159 44 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 159 45 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 160 1 Formally formally RB work_zhdjd7ouobhd3hosejfsdrnmfq 160 2 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 160 3 Cðu Cðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 4 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 160 5 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 160 6 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 160 7 kÞ¼ kþ¼ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 160 8 c c LS work_zhdjd7ouobhd3hosejfsdrnmfq 160 9 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 160 10 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 160 11 ðu ðu NN work_zhdjd7ouobhd3hosejfsdrnmfq 160 12 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 160 13 vÞ vÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 14 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 160 15 Ek Ek NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 16 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 17 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 160 18 \ \ NN work_zhdjd7ouobhd3hosejfsdrnmfq 160 19 Ek Ek NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 20 0 0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 160 21 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 160 22 otherwise otherwise RB work_zhdjd7ouobhd3hosejfsdrnmfq 160 23 � � . work_zhdjd7ouobhd3hosejfsdrnmfq 160 24 ð3Þ ð3Þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 25 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 160 26 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 160 27 above above JJ work_zhdjd7ouobhd3hosejfsdrnmfq 160 28 definition definition NN work_zhdjd7ouobhd3hosejfsdrnmfq 160 29 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 160 30 Ek Ek NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 31 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 32 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 160 33 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 160 34 Ek ek PRP work_zhdjd7ouobhd3hosejfsdrnmfq 160 35 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 160 36 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 160 37 sets set NNS work_zhdjd7ouobhd3hosejfsdrnmfq 160 38 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 160 39 edges edge NNS work_zhdjd7ouobhd3hosejfsdrnmfq 160 40 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 160 41 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 160 42 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 160 43 Fk Fk NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 44 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 45 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 160 46 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 160 47 Fk Fk NNP work_zhdjd7ouobhd3hosejfsdrnmfq 160 48 respectively respectively RB work_zhdjd7ouobhd3hosejfsdrnmfq 160 49 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 161 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 161 2 constant constant JJ work_zhdjd7ouobhd3hosejfsdrnmfq 161 3 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 161 4 indicates indicate VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 161 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 161 6 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 161 7 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 161 8 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 161 9 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 161 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 161 11 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 161 12 should should MD work_zhdjd7ouobhd3hosejfsdrnmfq 161 13 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 161 14 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 161 15 non non JJ work_zhdjd7ouobhd3hosejfsdrnmfq 161 16 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 161 17 negative negative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 161 18 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 161 19 since since IN work_zhdjd7ouobhd3hosejfsdrnmfq 161 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 161 21 strength strength NN work_zhdjd7ouobhd3hosejfsdrnmfq 161 22 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 161 23 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 161 24 tie tie NN work_zhdjd7ouobhd3hosejfsdrnmfq 161 25 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 161 26 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 161 27 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 161 28 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 161 29 preserved preserve VBN work_zhdjd7ouobhd3hosejfsdrnmfq 161 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 162 1 6654 6654 CD work_zhdjd7ouobhd3hosejfsdrnmfq 162 2 P.R.S. P.R.S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 163 1 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 163 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 163 3 R.B.C. R.B.C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 164 1 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 164 2 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 164 3 Expert Expert NNP work_zhdjd7ouobhd3hosejfsdrnmfq 164 4 Systems Systems NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 164 5 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 164 6 Applications Applications NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 164 7 40 40 CD work_zhdjd7ouobhd3hosejfsdrnmfq 164 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 164 9 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 164 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 164 11 6652–6660 6652–6660 CD work_zhdjd7ouobhd3hosejfsdrnmfq 164 12 Author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 164 13 's 's POS work_zhdjd7ouobhd3hosejfsdrnmfq 164 14 personal personal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 164 15 copy copy NN work_zhdjd7ouobhd3hosejfsdrnmfq 164 16 � � . work_zhdjd7ouobhd3hosejfsdrnmfq 164 17 Innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 164 18 Innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 164 19 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 164 20 represent represent VBP work_zhdjd7ouobhd3hosejfsdrnmfq 164 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 164 22 creation creation NN work_zhdjd7ouobhd3hosejfsdrnmfq 164 23 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 164 24 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 164 25 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 164 26 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 164 27 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 164 28 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 164 29 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 164 30 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 164 31 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 164 32 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 164 33 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 165 1 They -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 165 2 happen happen VBP work_zhdjd7ouobhd3hosejfsdrnmfq 165 3 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 165 4 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 165 5 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 165 6 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 165 7 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 165 8 connected connect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 165 9 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 165 10 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 165 11 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 165 12 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 165 13 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 165 14 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 165 15 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 165 16 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 165 17 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 165 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 165 19 next next JJ work_zhdjd7ouobhd3hosejfsdrnmfq 165 20 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 165 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 166 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 166 2 Innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 166 3 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 166 4 Iðu Iðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 5 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 166 6 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 166 7 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 166 8 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 9 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 166 10 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 166 11 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 166 12 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 166 13 ðu ðu NN work_zhdjd7ouobhd3hosejfsdrnmfq 166 14 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 166 15 vÞ vÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 16 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 166 17 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 166 18 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 166 19 Fk Fk NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 20 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 166 21 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 166 22 Iðu Iðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 23 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 166 24 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 166 25 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 166 26 kÞ¼ kþ¼ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 166 27 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 166 28 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 166 29 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 166 30 ðu ðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 31 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 166 32 vÞ vÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 33 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 166 34 Ek Ek NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 35 n n CC work_zhdjd7ouobhd3hosejfsdrnmfq 166 36 Ek Ek NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 37 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 38 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 166 39 0 0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 166 40 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 166 41 otherwise otherwise RB work_zhdjd7ouobhd3hosejfsdrnmfq 166 42 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 166 43 ð4Þ ð4Þ VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 166 44 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 166 45 constant constant JJ work_zhdjd7ouobhd3hosejfsdrnmfq 166 46 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 166 47 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 166 48 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 166 49 above above JJ work_zhdjd7ouobhd3hosejfsdrnmfq 166 50 equation equation NN work_zhdjd7ouobhd3hosejfsdrnmfq 166 51 indicates indicate VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 166 52 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 166 53 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 166 54 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 166 55 inno- inno- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 166 56 vative vative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 166 57 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 166 58 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 167 1 Its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 167 2 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 167 3 should should MD work_zhdjd7ouobhd3hosejfsdrnmfq 167 4 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 167 5 positive positive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 167 6 since since IN work_zhdjd7ouobhd3hosejfsdrnmfq 167 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 167 8 tie tie NN work_zhdjd7ouobhd3hosejfsdrnmfq 167 9 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 167 10 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 167 11 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 167 12 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 167 13 strengthened strengthen VBN work_zhdjd7ouobhd3hosejfsdrnmfq 167 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 168 1 � � JJ work_zhdjd7ouobhd3hosejfsdrnmfq 168 2 Regressive regressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 168 3 Regressive regressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 168 4 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 168 5 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 168 6 opposite opposite JJ work_zhdjd7ouobhd3hosejfsdrnmfq 168 7 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 168 8 innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 168 9 ones one NNS work_zhdjd7ouobhd3hosejfsdrnmfq 168 10 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 169 1 This this DT work_zhdjd7ouobhd3hosejfsdrnmfq 169 2 kind kind NN work_zhdjd7ouobhd3hosejfsdrnmfq 169 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 169 4 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 169 5 represents represent VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 169 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 169 7 removal removal NN work_zhdjd7ouobhd3hosejfsdrnmfq 169 8 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 169 9 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 169 10 existing exist VBG work_zhdjd7ouobhd3hosejfsdrnmfq 169 11 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 169 12 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 169 13 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 169 14 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 169 15 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 169 16 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 169 17 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 169 18 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 169 19 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 169 20 subsequent subsequent NN work_zhdjd7ouobhd3hosejfsdrnmfq 169 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 170 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 170 2 Regressive Regressive NNP work_zhdjd7ouobhd3hosejfsdrnmfq 170 3 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 170 4 Rðu Rðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 170 5 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 170 6 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 170 7 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 170 8 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 170 9 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 170 10 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 170 11 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 170 12 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 170 13 Rðu Rðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 170 14 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 170 15 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 170 16 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 170 17 kÞ¼ kþ¼ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 170 18 r r LS work_zhdjd7ouobhd3hosejfsdrnmfq 170 19 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 170 20 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 170 21 ðu ðu NN work_zhdjd7ouobhd3hosejfsdrnmfq 170 22 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 170 23 vÞ vÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 170 24 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 170 25 Ek Ek NNP work_zhdjd7ouobhd3hosejfsdrnmfq 170 26 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 170 27 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 170 28 n n CC work_zhdjd7ouobhd3hosejfsdrnmfq 170 29 Ek Ek NNP work_zhdjd7ouobhd3hosejfsdrnmfq 170 30 0 0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 170 31 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 170 32 otherwise otherwise RB work_zhdjd7ouobhd3hosejfsdrnmfq 170 33 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 170 34 ð5Þ ð5Þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 170 35 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 170 36 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 170 37 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 170 38 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 170 39 r r LS work_zhdjd7ouobhd3hosejfsdrnmfq 170 40 should should MD work_zhdjd7ouobhd3hosejfsdrnmfq 170 41 assume assume VB work_zhdjd7ouobhd3hosejfsdrnmfq 170 42 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 170 43 non non JJ work_zhdjd7ouobhd3hosejfsdrnmfq 170 44 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 170 45 positive positive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 170 46 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 170 47 since since IN work_zhdjd7ouobhd3hosejfsdrnmfq 170 48 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 170 49 strength strength NN work_zhdjd7ouobhd3hosejfsdrnmfq 170 50 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 170 51 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 170 52 connection connection NN work_zhdjd7ouobhd3hosejfsdrnmfq 170 53 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 170 54 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 170 55 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 170 56 tends tend VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 170 57 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 170 58 decrease decrease VB work_zhdjd7ouobhd3hosejfsdrnmfq 170 59 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 171 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 171 2 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 171 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 171 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 171 5 parameters parameter NNS work_zhdjd7ouobhd3hosejfsdrnmfq 171 6 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 171 7 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 171 8 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 171 9 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 171 10 r r NN work_zhdjd7ouobhd3hosejfsdrnmfq 171 11 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 171 12 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 171 13 determined determine VBN work_zhdjd7ouobhd3hosejfsdrnmfq 171 14 empir- empir- NNS work_zhdjd7ouobhd3hosejfsdrnmfq 171 15 ically ically RB work_zhdjd7ouobhd3hosejfsdrnmfq 171 16 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 171 17 evaluating evaluate VBG work_zhdjd7ouobhd3hosejfsdrnmfq 171 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 171 19 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 171 20 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 171 21 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 171 22 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 171 23 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 171 24 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 171 25 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 171 26 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 171 27 choosing choose VBG work_zhdjd7ouobhd3hosejfsdrnmfq 171 28 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 171 29 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 171 30 configuration configuration NN work_zhdjd7ouobhd3hosejfsdrnmfq 171 31 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 171 32 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 171 33 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 171 34 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 172 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 2 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 172 3 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 172 4 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 172 5 seen see VBN work_zhdjd7ouobhd3hosejfsdrnmfq 172 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 172 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 8 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 172 9 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 172 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 172 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 172 12 number number NN work_zhdjd7ouobhd3hosejfsdrnmfq 172 13 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 14 parameters parameter NNS work_zhdjd7ouobhd3hosejfsdrnmfq 172 15 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 172 16 define define VB work_zhdjd7ouobhd3hosejfsdrnmfq 172 17 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 172 18 reduced reduce VBN work_zhdjd7ouobhd3hosejfsdrnmfq 172 19 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 20 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 172 21 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 22 making make VBG work_zhdjd7ouobhd3hosejfsdrnmfq 172 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 172 24 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 172 25 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 26 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 172 27 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 172 28 r r NNP work_zhdjd7ouobhd3hosejfsdrnmfq 172 29 propor- propor- XX work_zhdjd7ouobhd3hosejfsdrnmfq 172 30 tional tional NN work_zhdjd7ouobhd3hosejfsdrnmfq 172 31 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 32 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 172 33 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 172 34 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 35 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 172 36 case case NN work_zhdjd7ouobhd3hosejfsdrnmfq 172 37 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 172 38 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 172 39 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 172 40 set set VBN work_zhdjd7ouobhd3hosejfsdrnmfq 172 41 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 42 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 172 43 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 44 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 172 45 sake sake NN work_zhdjd7ouobhd3hosejfsdrnmfq 172 46 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 172 47 simplicity simplicity NN work_zhdjd7ouobhd3hosejfsdrnmfq 172 48 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 172 49 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 173 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 2 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 173 3 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 173 4 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 173 5 seen see VBN work_zhdjd7ouobhd3hosejfsdrnmfq 173 6 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 173 8 next next JJ work_zhdjd7ouobhd3hosejfsdrnmfq 173 9 subsection subsection NN work_zhdjd7ouobhd3hosejfsdrnmfq 173 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 173 11 given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 173 12 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 173 13 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 173 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 15 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 173 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 173 17 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 173 18 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 173 19 define define VB work_zhdjd7ouobhd3hosejfsdrnmfq 173 20 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 21 primary primary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 173 22 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 173 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 173 24 ones one NNS work_zhdjd7ouobhd3hosejfsdrnmfq 173 25 strictly strictly RB work_zhdjd7ouobhd3hosejfsdrnmfq 173 26 related relate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 173 27 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 28 both both DT work_zhdjd7ouobhd3hosejfsdrnmfq 173 29 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 173 30 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 31 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 173 32 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 173 33 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 173 34 whereas whereas IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 35 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 173 36 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 173 37 happen happen VBP work_zhdjd7ouobhd3hosejfsdrnmfq 173 38 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 39 dyads dyad NNS work_zhdjd7ouobhd3hosejfsdrnmfq 173 40 com- com- NN work_zhdjd7ouobhd3hosejfsdrnmfq 173 41 posed pose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 173 42 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 43 only only RB work_zhdjd7ouobhd3hosejfsdrnmfq 173 44 one one CD work_zhdjd7ouobhd3hosejfsdrnmfq 173 45 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 46 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 173 47 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 173 48 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 173 49 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 173 50 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 173 51 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 173 52 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 173 53 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 173 54 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 174 1 3.3 3.3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 174 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 175 1 Event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 175 3 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 175 4 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 5 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 175 6 previously previously RB work_zhdjd7ouobhd3hosejfsdrnmfq 175 7 said say VBD work_zhdjd7ouobhd3hosejfsdrnmfq 175 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 175 9 many many JJ work_zhdjd7ouobhd3hosejfsdrnmfq 175 10 approaches approach NNS work_zhdjd7ouobhd3hosejfsdrnmfq 175 11 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 175 12 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 13 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 14 com- com- NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 15 pute pute NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 16 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 175 17 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 175 18 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 175 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 175 20 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 175 21 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 175 22 deploying deploy VBG work_zhdjd7ouobhd3hosejfsdrnmfq 175 23 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 175 24 chosen choose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 175 25 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 26 mea- mea- NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 27 sure sure JJ work_zhdjd7ouobhd3hosejfsdrnmfq 175 28 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 175 29 see see VB work_zhdjd7ouobhd3hosejfsdrnmfq 175 30 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 31 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 175 32 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 175 33 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 175 34 aiming aim VBG work_zhdjd7ouobhd3hosejfsdrnmfq 175 35 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 175 36 determine determine VB work_zhdjd7ouobhd3hosejfsdrnmfq 175 37 how how WRB work_zhdjd7ouobhd3hosejfsdrnmfq 175 38 similar similar JJ work_zhdjd7ouobhd3hosejfsdrnmfq 175 39 those those DT work_zhdjd7ouobhd3hosejfsdrnmfq 175 40 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 175 41 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 175 42 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 175 43 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 175 44 consequently consequently RB work_zhdjd7ouobhd3hosejfsdrnmfq 175 45 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 175 46 how how WRB work_zhdjd7ouobhd3hosejfsdrnmfq 175 47 likely likely RB work_zhdjd7ouobhd3hosejfsdrnmfq 175 48 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 175 49 connection connection NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 50 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 175 51 them -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 175 52 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 175 53 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 175 54 formed form VBN work_zhdjd7ouobhd3hosejfsdrnmfq 175 55 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 175 56 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 175 57 close close JJ work_zhdjd7ouobhd3hosejfsdrnmfq 175 58 future future NN work_zhdjd7ouobhd3hosejfsdrnmfq 175 59 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 176 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 176 2 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 176 3 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 176 4 combines combine VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 176 5 both both DT work_zhdjd7ouobhd3hosejfsdrnmfq 176 6 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 176 7 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 176 8 1 1 LS work_zhdjd7ouobhd3hosejfsdrnmfq 176 9 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 176 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 176 11 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 176 12 associ- associ- IN work_zhdjd7ouobhd3hosejfsdrnmfq 176 13 ated ate VBD work_zhdjd7ouobhd3hosejfsdrnmfq 176 14 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 176 15 primary primary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 176 16 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 176 17 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 176 18 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 176 19 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 176 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 176 21 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 176 22 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 176 23 strictly strictly RB work_zhdjd7ouobhd3hosejfsdrnmfq 176 24 re- re- RB work_zhdjd7ouobhd3hosejfsdrnmfq 176 25 lated late VBN work_zhdjd7ouobhd3hosejfsdrnmfq 176 26 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 176 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 176 28 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 176 29 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 176 30 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 176 31 under under IN work_zhdjd7ouobhd3hosejfsdrnmfq 176 32 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 176 33 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 176 34 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 176 35 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 176 36 2 2 LS work_zhdjd7ouobhd3hosejfsdrnmfq 176 37 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 176 38 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 176 39 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 176 40 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 176 41 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 176 42 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 176 43 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 176 44 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 176 45 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 176 46 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 176 47 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 176 48 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 176 49 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 176 50 ob- ob- XX work_zhdjd7ouobhd3hosejfsdrnmfq 176 51 served serve VBD work_zhdjd7ouobhd3hosejfsdrnmfq 176 52 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 176 53 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 176 54 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 176 55 ’ ’ POS work_zhdjd7ouobhd3hosejfsdrnmfq 176 56 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 176 57 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 177 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 177 2 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 177 3 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 177 4 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 177 5 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 177 6 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 177 7 given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 177 8 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 177 9 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 177 10 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 177 11 ðu ðu XX work_zhdjd7ouobhd3hosejfsdrnmfq 177 12 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 13 vÞ vÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 14 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 177 15 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 177 16 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 177 17 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 177 18 scoreðu scoreðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 19 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 20 vÞ¼ vÞ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 21 Xn Xn NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 22 k¼2 k¼2 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 23 Pðu Pðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 24 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 25 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 177 26 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 27 kÞþ kÞþ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 28 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 177 29 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 177 30 Sðu sðu NN work_zhdjd7ouobhd3hosejfsdrnmfq 177 31 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 32 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 177 33 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 34 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 35 ð6Þ ð6Þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 36 Pðu Pðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 37 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 38 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 177 39 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 40 kÞ¼ kþ¼ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 177 41 Cðu Cðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 42 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 43 v v NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 44 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 45 kÞþIðu kÞþIðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 46 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 47 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 177 48 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 49 kÞþRðu kÞþRðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 50 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 51 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 177 52 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 53 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 54 ð7Þ ð7Þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 55 Sðu Sðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 56 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 57 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 177 58 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 59 kÞ¼ kþ¼ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 177 60 X X NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 61 y2CðuÞ\CðvÞ y2CðuÞ\CðvÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 62 Pðu pðu NN work_zhdjd7ouobhd3hosejfsdrnmfq 177 63 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 64 y y NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 65 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 66 kÞþ kÞþ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 67 Pðy Pðy NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 68 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 69 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 177 70 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 177 71 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 72 ð8Þ ð8Þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 73 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 177 74 Eq Eq NNP work_zhdjd7ouobhd3hosejfsdrnmfq 177 75 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 178 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 178 2 7 7 CD work_zhdjd7ouobhd3hosejfsdrnmfq 178 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 178 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 178 5 Pðu pðu NN work_zhdjd7ouobhd3hosejfsdrnmfq 178 6 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 178 7 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 178 8 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 178 9 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 178 10 computes compute VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 178 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 178 12 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 178 13 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 178 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 178 15 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 178 16 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 178 17 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 178 18 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 178 19 innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 178 20 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 178 21 regressive regressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 178 22 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 178 23 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 178 24 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 178 25 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 178 26 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 178 27 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 178 28 ðu ðu XX work_zhdjd7ouobhd3hosejfsdrnmfq 178 29 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 178 30 vÞ vÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 178 31 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 178 32 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 178 33 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 178 34 transition transition NN work_zhdjd7ouobhd3hosejfsdrnmfq 178 35 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 178 36 frame frame NNP work_zhdjd7ouobhd3hosejfsdrnmfq 178 37 k k NNP work_zhdjd7ouobhd3hosejfsdrnmfq 178 38 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 178 39 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 178 40 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 178 41 frame frame VB work_zhdjd7ouobhd3hosejfsdrnmfq 178 42 k. k. NN work_zhdjd7ouobhd3hosejfsdrnmfq 178 43 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 178 44 Eq Eq NNP work_zhdjd7ouobhd3hosejfsdrnmfq 178 45 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 179 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 179 2 8) 8) CD work_zhdjd7ouobhd3hosejfsdrnmfq 179 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 179 4 Sðu Sðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 179 5 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 179 6 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 179 7 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 179 8 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 179 9 indicates indicate VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 179 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 179 11 aggregated aggregated JJ work_zhdjd7ouobhd3hosejfsdrnmfq 179 12 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 179 13 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 179 14 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 179 15 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 179 16 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 179 17 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 179 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 179 19 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 179 20 ðu ðu NN work_zhdjd7ouobhd3hosejfsdrnmfq 179 21 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 179 22 vÞ vÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 179 23 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 179 24 i.e. i.e. FW work_zhdjd7ouobhd3hosejfsdrnmfq 179 25 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 179 26 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 179 27 primary primary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 179 28 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 179 29 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 179 30 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 179 31 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 179 32 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 179 33 neighbor- neighbor- NN work_zhdjd7ouobhd3hosejfsdrnmfq 179 34 hood hood NN work_zhdjd7ouobhd3hosejfsdrnmfq 179 35 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 179 36 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 180 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 180 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 180 3 equation equation NN work_zhdjd7ouobhd3hosejfsdrnmfq 180 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 180 5 CðxÞ CðxÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 180 6 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 180 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 180 8 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 180 9 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 180 10 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 180 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 180 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 180 13 node node JJ work_zhdjd7ouobhd3hosejfsdrnmfq 180 14 x x NN work_zhdjd7ouobhd3hosejfsdrnmfq 180 15 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 180 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 180 17 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 180 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 181 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 181 2 Eq Eq NNP work_zhdjd7ouobhd3hosejfsdrnmfq 181 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 182 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 182 2 6 6 CD work_zhdjd7ouobhd3hosejfsdrnmfq 182 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 182 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 182 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 182 6 parameter parameter NN work_zhdjd7ouobhd3hosejfsdrnmfq 182 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 182 8 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 182 9 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 182 10 amortization amortization NN work_zhdjd7ouobhd3hosejfsdrnmfq 182 11 factor factor NN work_zhdjd7ouobhd3hosejfsdrnmfq 182 12 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 182 13 indi- indi- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 182 14 cates cat VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 182 15 how how WRB work_zhdjd7ouobhd3hosejfsdrnmfq 182 16 strong strong JJ work_zhdjd7ouobhd3hosejfsdrnmfq 182 17 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 182 18 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 182 19 affect affect VBP work_zhdjd7ouobhd3hosejfsdrnmfq 182 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 182 21 tie tie NN work_zhdjd7ouobhd3hosejfsdrnmfq 182 22 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 182 23 u u NN work_zhdjd7ouobhd3hosejfsdrnmfq 182 24 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 182 25 v. v. CC work_zhdjd7ouobhd3hosejfsdrnmfq 182 26 Pðu Pðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 182 27 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 182 28 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 182 29 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 182 30 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 182 31 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 182 32 Sðu Sðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 182 33 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 182 34 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 182 35 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 182 36 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 182 37 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 182 38 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 182 39 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 182 40 first first JJ work_zhdjd7ouobhd3hosejfsdrnmfq 182 41 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 182 42 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 182 43 i.e. i.e. FW work_zhdjd7ouobhd3hosejfsdrnmfq 182 44 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 182 45 k k NNP work_zhdjd7ouobhd3hosejfsdrnmfq 182 46 ¼ ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 182 47 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 182 48 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 182 49 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 182 50 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 182 51 null null JJ work_zhdjd7ouobhd3hosejfsdrnmfq 182 52 since since IN work_zhdjd7ouobhd3hosejfsdrnmfq 182 53 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 182 54 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 182 55 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 182 56 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 182 57 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 182 58 result result NN work_zhdjd7ouobhd3hosejfsdrnmfq 182 59 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 182 60 any any DT work_zhdjd7ouobhd3hosejfsdrnmfq 182 61 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 182 62 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 182 63 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 182 64 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 182 65 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 182 66 hence hence RB work_zhdjd7ouobhd3hosejfsdrnmfq 182 67 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 182 68 simplicity simplicity NN work_zhdjd7ouobhd3hosejfsdrnmfq 182 69 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 182 70 they -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 182 71 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 182 72 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 182 73 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 182 74 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 182 75 Eq Eq NNP work_zhdjd7ouobhd3hosejfsdrnmfq 182 76 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 183 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 183 2 6 6 CD work_zhdjd7ouobhd3hosejfsdrnmfq 183 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 183 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 184 1 Fig fig NN work_zhdjd7ouobhd3hosejfsdrnmfq 184 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 185 1 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 185 2 illustrates illustrate VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 185 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 185 4 application application NN work_zhdjd7ouobhd3hosejfsdrnmfq 185 5 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 185 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 185 7 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 185 8 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 185 9 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 185 10 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 185 11 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 185 12 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 186 1 Suppose suppose VB work_zhdjd7ouobhd3hosejfsdrnmfq 186 2 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 186 3 one one NN work_zhdjd7ouobhd3hosejfsdrnmfq 186 4 wants want VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 186 5 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 186 6 compute compute VB work_zhdjd7ouobhd3hosejfsdrnmfq 186 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 186 8 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 186 9 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 186 10 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 186 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 186 12 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 186 13 ð1 ð1 NN work_zhdjd7ouobhd3hosejfsdrnmfq 186 14 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 186 15 3Þ. 3þ. CD work_zhdjd7ouobhd3hosejfsdrnmfq 187 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 187 2 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 187 3 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 187 4 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 187 5 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 187 6 have have VBP work_zhdjd7ouobhd3hosejfsdrnmfq 187 7 node node RB work_zhdjd7ouobhd3hosejfsdrnmfq 187 8 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 187 9 as as RB work_zhdjd7ouobhd3hosejfsdrnmfq 187 10 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 187 11 neighbor neighbor NN work_zhdjd7ouobhd3hosejfsdrnmfq 187 12 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 187 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 187 14 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 187 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 188 1 Hence hence RB work_zhdjd7ouobhd3hosejfsdrnmfq 188 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 188 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 188 4 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 188 5 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 188 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 188 7 connection connection NN work_zhdjd7ouobhd3hosejfsdrnmfq 188 8 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 188 9 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 188 10 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 188 11 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 188 12 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 188 13 going go VBG work_zhdjd7ouobhd3hosejfsdrnmfq 188 14 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 188 15 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 188 16 calculated calculate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 188 17 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 188 18 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 188 19 function function NN work_zhdjd7ouobhd3hosejfsdrnmfq 188 20 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 188 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 188 22 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 188 23 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 188 24 occurred occur VBD work_zhdjd7ouobhd3hosejfsdrnmfq 188 25 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 188 26 themselves -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 188 27 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 188 28 primary primary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 188 29 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 188 30 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 188 31 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 188 32 plus plus CC work_zhdjd7ouobhd3hosejfsdrnmfq 188 33 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 188 34 ones one NNS work_zhdjd7ouobhd3hosejfsdrnmfq 188 35 occurred occur VBD work_zhdjd7ouobhd3hosejfsdrnmfq 188 36 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 188 37 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 188 38 dyads dyad NNS work_zhdjd7ouobhd3hosejfsdrnmfq 188 39 ð1 ð1 NN work_zhdjd7ouobhd3hosejfsdrnmfq 188 40 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 188 41 2Þ 2þ NN work_zhdjd7ouobhd3hosejfsdrnmfq 188 42 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 188 43 ð2 ð2 NN work_zhdjd7ouobhd3hosejfsdrnmfq 188 44 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 188 45 3Þ 3þ JJ work_zhdjd7ouobhd3hosejfsdrnmfq 188 46 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 188 47 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 188 48 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 188 49 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 188 50 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 188 51 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 188 52 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 188 53 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 188 54 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 188 55 N n NN work_zhdjd7ouobhd3hosejfsdrnmfq 188 56 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 189 1 From from IN work_zhdjd7ouobhd3hosejfsdrnmfq 189 2 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 189 3 F F NNP work_zhdjd7ouobhd3hosejfsdrnmfq 189 4 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 189 5 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 189 6 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 189 7 F2 F2 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 189 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 189 9 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 189 10 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 189 11 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 189 12 noticed notice VBN work_zhdjd7ouobhd3hosejfsdrnmfq 189 13 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 189 14 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 189 15 conservative conservative NN work_zhdjd7ouobhd3hosejfsdrnmfq 189 16 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 189 17 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 189 18 regressive regressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 189 19 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 189 20 happened happen VBD work_zhdjd7ouobhd3hosejfsdrnmfq 189 21 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 189 22 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 189 23 dyad dyad NNS work_zhdjd7ouobhd3hosejfsdrnmfq 189 24 ð1 ð1 NN work_zhdjd7ouobhd3hosejfsdrnmfq 189 25 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 189 26 2Þ 2þ NN work_zhdjd7ouobhd3hosejfsdrnmfq 189 27 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 189 28 ð2 ð2 NN work_zhdjd7ouobhd3hosejfsdrnmfq 189 29 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 189 30 3Þ 3Þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 189 31 respectively respectively RB work_zhdjd7ouobhd3hosejfsdrnmfq 189 32 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 190 1 So so RB work_zhdjd7ouobhd3hosejfsdrnmfq 190 2 far far RB work_zhdjd7ouobhd3hosejfsdrnmfq 190 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 190 4 no no DT work_zhdjd7ouobhd3hosejfsdrnmfq 190 5 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 190 6 occurred occur VBD work_zhdjd7ouobhd3hosejfsdrnmfq 190 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 190 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 190 9 dyad dyad NNS work_zhdjd7ouobhd3hosejfsdrnmfq 190 10 ð1 ð1 NN work_zhdjd7ouobhd3hosejfsdrnmfq 190 11 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 190 12 3Þ. 3þ. LS work_zhdjd7ouobhd3hosejfsdrnmfq 191 1 Therefore therefore RB work_zhdjd7ouobhd3hosejfsdrnmfq 191 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 191 3 up up RB work_zhdjd7ouobhd3hosejfsdrnmfq 191 4 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 191 5 frame frame VB work_zhdjd7ouobhd3hosejfsdrnmfq 191 6 F F NNP work_zhdjd7ouobhd3hosejfsdrnmfq 191 7 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 191 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 191 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 191 10 partial partial JJ work_zhdjd7ouobhd3hosejfsdrnmfq 191 11 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 191 12 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 191 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 191 14 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 191 15 ð1 ð1 NN work_zhdjd7ouobhd3hosejfsdrnmfq 191 16 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 191 17 3Þ 3Þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 191 18 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 191 19 given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 191 20 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 191 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 191 22 combination combination NN work_zhdjd7ouobhd3hosejfsdrnmfq 191 23 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 191 24 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 191 25 amortized amortize VBN work_zhdjd7ouobhd3hosejfsdrnmfq 191 26 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 191 27 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 191 28 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 191 29 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 191 30 second- second- NN work_zhdjd7ouobhd3hosejfsdrnmfq 191 31 ary ary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 191 32 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 191 33 described describe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 191 34 above above RB work_zhdjd7ouobhd3hosejfsdrnmfq 191 35 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 191 36 that that RB work_zhdjd7ouobhd3hosejfsdrnmfq 191 37 is is RB work_zhdjd7ouobhd3hosejfsdrnmfq 191 38 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 191 39 aðc aðc UH work_zhdjd7ouobhd3hosejfsdrnmfq 191 40 þ þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 191 41 rÞ. rÞ. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 192 1 Looking look VBG work_zhdjd7ouobhd3hosejfsdrnmfq 192 2 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 192 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 192 4 next next JJ work_zhdjd7ouobhd3hosejfsdrnmfq 192 5 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 192 6 step step NN work_zhdjd7ouobhd3hosejfsdrnmfq 192 7 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 192 8 frame frame NNP work_zhdjd7ouobhd3hosejfsdrnmfq 192 9 F F NNP work_zhdjd7ouobhd3hosejfsdrnmfq 192 10 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 192 11 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 192 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 192 13 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 192 14 regressive regressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 192 15 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 192 16 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 192 17 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 192 18 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 192 19 ð1 ð1 NN work_zhdjd7ouobhd3hosejfsdrnmfq 192 20 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 192 21 2Þ 2þ LS work_zhdjd7ouobhd3hosejfsdrnmfq 192 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 192 23 whereas whereas IN work_zhdjd7ouobhd3hosejfsdrnmfq 192 24 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 192 25 innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 192 26 one one NN work_zhdjd7ouobhd3hosejfsdrnmfq 192 27 occurred occur VBD work_zhdjd7ouobhd3hosejfsdrnmfq 192 28 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 192 29 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 192 30 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 192 31 ð2 ð2 NN work_zhdjd7ouobhd3hosejfsdrnmfq 192 32 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 192 33 3Þ. 3þ. CD work_zhdjd7ouobhd3hosejfsdrnmfq 193 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 193 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 193 3 step step NN work_zhdjd7ouobhd3hosejfsdrnmfq 193 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 193 5 there there EX work_zhdjd7ouobhd3hosejfsdrnmfq 193 6 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 193 7 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 193 8 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 193 9 innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 193 10 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 193 11 related relate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 193 12 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 193 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 193 14 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 193 15 under under IN work_zhdjd7ouobhd3hosejfsdrnmfq 193 16 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 193 17 ð1 ð1 NN work_zhdjd7ouobhd3hosejfsdrnmfq 193 18 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 193 19 3Þ 3Þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 193 20 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 193 21 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 193 22 presence presence NN work_zhdjd7ouobhd3hosejfsdrnmfq 193 23 must must MD work_zhdjd7ouobhd3hosejfsdrnmfq 193 24 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 193 25 counted count VBN work_zhdjd7ouobhd3hosejfsdrnmfq 193 26 too too RB work_zhdjd7ouobhd3hosejfsdrnmfq 193 27 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 193 28 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 193 29 final final JJ work_zhdjd7ouobhd3hosejfsdrnmfq 193 30 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 193 31 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 193 32 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 193 33 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 193 34 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 193 35 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 193 36 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 193 37 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 193 38 however however RB work_zhdjd7ouobhd3hosejfsdrnmfq 193 39 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 193 40 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 193 41 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 193 42 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 193 43 amor- amor- RB work_zhdjd7ouobhd3hosejfsdrnmfq 193 44 tized tize VBN work_zhdjd7ouobhd3hosejfsdrnmfq 193 45 since since IN work_zhdjd7ouobhd3hosejfsdrnmfq 193 46 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 193 47 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 193 48 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 193 49 primary primary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 193 50 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 193 51 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 193 52 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 194 1 Hence hence RB work_zhdjd7ouobhd3hosejfsdrnmfq 194 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 194 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 194 4 resultant resultant JJ work_zhdjd7ouobhd3hosejfsdrnmfq 194 5 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 194 6 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 194 7 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 194 8 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 194 9 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 194 10 given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 194 11 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 194 12 aðr aðr NN work_zhdjd7ouobhd3hosejfsdrnmfq 194 13 þ þ DT work_zhdjd7ouobhd3hosejfsdrnmfq 194 14 iÞþ iÞþ NNS work_zhdjd7ouobhd3hosejfsdrnmfq 194 15 i. i. NN work_zhdjd7ouobhd3hosejfsdrnmfq 195 1 By by IN work_zhdjd7ouobhd3hosejfsdrnmfq 195 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 195 3 definition definition NN work_zhdjd7ouobhd3hosejfsdrnmfq 195 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 195 5 Eq Eq NNP work_zhdjd7ouobhd3hosejfsdrnmfq 195 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 196 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 196 2 6 6 CD work_zhdjd7ouobhd3hosejfsdrnmfq 196 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 196 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 196 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 196 6 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 196 7 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 196 8 cumulative cumulative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 196 9 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 196 10 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 196 11 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 197 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 197 2 final final JJ work_zhdjd7ouobhd3hosejfsdrnmfq 197 3 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 197 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 197 5 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 197 6 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 197 7 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 197 8 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 197 9 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 197 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 197 11 then then RB work_zhdjd7ouobhd3hosejfsdrnmfq 197 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 197 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 197 14 sum sum NN work_zhdjd7ouobhd3hosejfsdrnmfq 197 15 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 197 16 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 197 17 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 197 18 partial partial JJ work_zhdjd7ouobhd3hosejfsdrnmfq 197 19 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 197 20 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 197 21 N n CD work_zhdjd7ouobhd3hosejfsdrnmfq 197 22 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 198 1 This this DT work_zhdjd7ouobhd3hosejfsdrnmfq 198 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 198 3 therefore therefore RB work_zhdjd7ouobhd3hosejfsdrnmfq 198 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 198 5 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 198 6 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 198 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 198 8 final final JJ work_zhdjd7ouobhd3hosejfsdrnmfq 198 9 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 198 10 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 198 11 aðc aðc NNP work_zhdjd7ouobhd3hosejfsdrnmfq 198 12 þ þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 198 13 2r 2r CD work_zhdjd7ouobhd3hosejfsdrnmfq 198 14 þ þ NN work_zhdjd7ouobhd3hosejfsdrnmfq 198 15 iÞþ iÞþ NNS work_zhdjd7ouobhd3hosejfsdrnmfq 198 16 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 198 17 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 198 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 198 19 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 198 20 ð1 ð1 NN work_zhdjd7ouobhd3hosejfsdrnmfq 198 21 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 198 22 3Þ. 3þ. CD work_zhdjd7ouobhd3hosejfsdrnmfq 199 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 199 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 199 3 current current JJ work_zhdjd7ouobhd3hosejfsdrnmfq 199 4 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 199 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 199 6 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 199 7 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 199 8 propose propose VBP work_zhdjd7ouobhd3hosejfsdrnmfq 199 9 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 199 10 extension extension NN work_zhdjd7ouobhd3hosejfsdrnmfq 199 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 199 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 199 13 event- event- NN work_zhdjd7ouobhd3hosejfsdrnmfq 199 14 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 199 15 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 199 16 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 199 17 increases increase VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 199 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 199 19 importance importance NN work_zhdjd7ouobhd3hosejfsdrnmfq 199 20 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 199 21 more more JJR work_zhdjd7ouobhd3hosejfsdrnmfq 199 22 recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 199 23 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 199 24 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 199 25 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 199 26 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 199 27 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 199 28 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 199 29 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 199 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 200 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 200 2 Eq Eq NNP work_zhdjd7ouobhd3hosejfsdrnmfq 200 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 201 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 201 2 9 9 CD work_zhdjd7ouobhd3hosejfsdrnmfq 201 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 201 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 201 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 201 6 propose propose VBP work_zhdjd7ouobhd3hosejfsdrnmfq 201 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 201 8 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 201 9 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 201 10 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 201 11 considers consider VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 201 12 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 201 13 monotonically monotonically RB work_zhdjd7ouobhd3hosejfsdrnmfq 201 14 increasing increase VBG work_zhdjd7ouobhd3hosejfsdrnmfq 201 15 function function NN work_zhdjd7ouobhd3hosejfsdrnmfq 201 16 b b NN work_zhdjd7ouobhd3hosejfsdrnmfq 201 17 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 201 18 Z z NN work_zhdjd7ouobhd3hosejfsdrnmfq 201 19 ! ! . work_zhdjd7ouobhd3hosejfsdrnmfq 202 1 R r NN work_zhdjd7ouobhd3hosejfsdrnmfq 202 2 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 202 3 weight weight VB work_zhdjd7ouobhd3hosejfsdrnmfq 202 4 recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 202 5 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 202 6 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 202 7 heavily heavily RB work_zhdjd7ouobhd3hosejfsdrnmfq 202 8 than than IN work_zhdjd7ouobhd3hosejfsdrnmfq 202 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 202 10 old old JJ work_zhdjd7ouobhd3hosejfsdrnmfq 202 11 ones one NNS work_zhdjd7ouobhd3hosejfsdrnmfq 202 12 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 203 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 203 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 203 3 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 203 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 203 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 203 6 adopted adopt VBD work_zhdjd7ouobhd3hosejfsdrnmfq 203 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 203 8 logarithmic logarithmic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 203 9 function function NN work_zhdjd7ouobhd3hosejfsdrnmfq 203 10 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 203 11 see see VB work_zhdjd7ouobhd3hosejfsdrnmfq 203 12 Eq Eq NNP work_zhdjd7ouobhd3hosejfsdrnmfq 203 13 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 204 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 204 2 10 10 CD work_zhdjd7ouobhd3hosejfsdrnmfq 204 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 204 4 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 204 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 204 6 although although IN work_zhdjd7ouobhd3hosejfsdrnmfq 204 7 other other JJ work_zhdjd7ouobhd3hosejfsdrnmfq 204 8 functions function NNS work_zhdjd7ouobhd3hosejfsdrnmfq 204 9 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 204 10 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 204 11 deployed deploy VBN work_zhdjd7ouobhd3hosejfsdrnmfq 204 12 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 205 1 We -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 205 2 highlight highlight VBP work_zhdjd7ouobhd3hosejfsdrnmfq 205 3 that that DT work_zhdjd7ouobhd3hosejfsdrnmfq 205 4 Eq Eq NNP work_zhdjd7ouobhd3hosejfsdrnmfq 205 5 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 206 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 206 2 6 6 CD work_zhdjd7ouobhd3hosejfsdrnmfq 206 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 206 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 206 5 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 206 6 special special JJ work_zhdjd7ouobhd3hosejfsdrnmfq 206 7 case case NN work_zhdjd7ouobhd3hosejfsdrnmfq 206 8 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 206 9 Eq Eq NNP work_zhdjd7ouobhd3hosejfsdrnmfq 206 10 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 207 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 207 2 9 9 CD work_zhdjd7ouobhd3hosejfsdrnmfq 207 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 207 4 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 207 5 setting set VBG work_zhdjd7ouobhd3hosejfsdrnmfq 207 6 bðkÞ¼ bðkÞ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 7 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 207 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 207 9 scoreðu scoreðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 10 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 207 11 vÞ¼ vÞ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 12 Xn Xn NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 13 k¼2 k¼2 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 14 bðkÞ:½Pðu bðkÞ:½Pðu NNS work_zhdjd7ouobhd3hosejfsdrnmfq 207 15 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 207 16 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 207 17 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 207 18 kÞþ kÞþ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 19 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 207 20 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 207 21 Sðu sðu NN work_zhdjd7ouobhd3hosejfsdrnmfq 207 22 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 207 23 v v LS work_zhdjd7ouobhd3hosejfsdrnmfq 207 24 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 207 25 kÞ kÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 26 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 27 ð9Þ ð9Þ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 28 bðkÞ¼ bðkÞ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 29 logðkÞ logðkÞ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 207 30 ð10Þ ð10þ CD work_zhdjd7ouobhd3hosejfsdrnmfq 207 31 3.4 3.4 CD work_zhdjd7ouobhd3hosejfsdrnmfq 207 32 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 208 1 Prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 208 2 Finally finally RB work_zhdjd7ouobhd3hosejfsdrnmfq 208 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 208 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 208 5 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 208 6 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 208 7 perform perform VB work_zhdjd7ouobhd3hosejfsdrnmfq 208 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 208 9 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 208 10 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 208 11 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 208 12 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 208 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 208 14 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 208 15 adopted adopt VBD work_zhdjd7ouobhd3hosejfsdrnmfq 208 16 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 208 17 unsupervised unsupervised JJ work_zhdjd7ouobhd3hosejfsdrnmfq 208 18 strategy strategy NN work_zhdjd7ouobhd3hosejfsdrnmfq 208 19 after after IN work_zhdjd7ouobhd3hosejfsdrnmfq 208 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 208 21 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 208 22 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 208 23 computed compute VBN work_zhdjd7ouobhd3hosejfsdrnmfq 208 24 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 208 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 208 26 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 208 27 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 208 28 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 208 29 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 209 1 It -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 209 2 basically basically RB work_zhdjd7ouobhd3hosejfsdrnmfq 209 3 consists consist VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 209 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 209 5 ranking rank VBG work_zhdjd7ouobhd3hosejfsdrnmfq 209 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 209 7 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 209 8 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 209 9 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 209 10 according accord VBG work_zhdjd7ouobhd3hosejfsdrnmfq 209 11 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 209 12 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 209 13 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 209 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 209 15 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 209 16 then then RB work_zhdjd7ouobhd3hosejfsdrnmfq 209 17 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 209 18 selecting select VBG work_zhdjd7ouobhd3hosejfsdrnmfq 209 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 209 20 top top RB work_zhdjd7ouobhd3hosejfsdrnmfq 209 21 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 209 22 ranked rank VBN work_zhdjd7ouobhd3hosejfsdrnmfq 209 23 ones one NNS work_zhdjd7ouobhd3hosejfsdrnmfq 209 24 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 209 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 209 26 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 209 27 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 209 28 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 209 29 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 209 30 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 209 31 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 209 32 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 209 33 explained explain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 209 34 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 209 35 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 209 36 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 209 37 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 210 1 Fig fig NN work_zhdjd7ouobhd3hosejfsdrnmfq 210 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 211 1 1 1 LS work_zhdjd7ouobhd3hosejfsdrnmfq 211 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 212 1 Example example NN work_zhdjd7ouobhd3hosejfsdrnmfq 212 2 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 212 3 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 212 4 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 212 5 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 212 6 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 212 7 computation computation NN work_zhdjd7ouobhd3hosejfsdrnmfq 212 8 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 212 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 212 10 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 212 11 composed compose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 212 12 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 212 13 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 212 14 click click NN work_zhdjd7ouobhd3hosejfsdrnmfq 212 15 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 212 16 three three CD work_zhdjd7ouobhd3hosejfsdrnmfq 212 17 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 212 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 213 1 N n NN work_zhdjd7ouobhd3hosejfsdrnmfq 213 2 represents represent VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 213 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 213 4 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 213 5 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 213 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 213 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 213 8 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 213 9 divided divide VBN work_zhdjd7ouobhd3hosejfsdrnmfq 213 10 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 213 11 three three CD work_zhdjd7ouobhd3hosejfsdrnmfq 213 12 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 213 13 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 213 14 F1 F1 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 213 15 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 213 16 F2 F2 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 213 17 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 213 18 F F NNP work_zhdjd7ouobhd3hosejfsdrnmfq 213 19 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 213 20 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 213 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 214 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 214 2 variables variable NNS work_zhdjd7ouobhd3hosejfsdrnmfq 214 3 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 214 4 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 214 5 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 214 6 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 214 7 r r NNP work_zhdjd7ouobhd3hosejfsdrnmfq 214 8 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 214 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 214 10 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 214 11 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 214 12 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 214 13 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 214 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 214 15 innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 214 16 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 214 17 regressive regressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 214 18 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 214 19 respectively respectively RB work_zhdjd7ouobhd3hosejfsdrnmfq 214 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 214 21 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 214 22 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 214 23 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 214 24 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 214 25 amorti- amorti- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 214 26 zation zation NNP work_zhdjd7ouobhd3hosejfsdrnmfq 214 27 factor factor NNP work_zhdjd7ouobhd3hosejfsdrnmfq 214 28 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 214 29 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 214 30 deal deal VB work_zhdjd7ouobhd3hosejfsdrnmfq 214 31 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 214 32 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 214 33 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 214 34 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 215 1 P.R.S. P.R.S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 216 1 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 216 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 216 3 R.B.C. R.B.C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 217 1 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 217 2 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 217 3 Expert Expert NNP work_zhdjd7ouobhd3hosejfsdrnmfq 217 4 Systems Systems NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 217 5 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 217 6 Applications Applications NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 217 7 40 40 CD work_zhdjd7ouobhd3hosejfsdrnmfq 217 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 217 9 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 217 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 217 11 6652–6660 6652–6660 CD work_zhdjd7ouobhd3hosejfsdrnmfq 217 12 6655 6655 CD work_zhdjd7ouobhd3hosejfsdrnmfq 217 13 Author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 217 14 's 's POS work_zhdjd7ouobhd3hosejfsdrnmfq 217 15 personal personal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 217 16 copy copy NN work_zhdjd7ouobhd3hosejfsdrnmfq 217 17 4 4 CD work_zhdjd7ouobhd3hosejfsdrnmfq 217 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 218 1 Experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 218 2 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 218 3 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 218 4 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 218 5 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 218 6 section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 218 7 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 218 8 describe describe VBP work_zhdjd7ouobhd3hosejfsdrnmfq 218 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 218 10 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 218 11 performed perform VBN work_zhdjd7ouobhd3hosejfsdrnmfq 218 12 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 218 13 eval- eval- VB work_zhdjd7ouobhd3hosejfsdrnmfq 218 14 uate uate VB work_zhdjd7ouobhd3hosejfsdrnmfq 218 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 218 16 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 218 17 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 218 18 as as RB work_zhdjd7ouobhd3hosejfsdrnmfq 218 19 well well RB work_zhdjd7ouobhd3hosejfsdrnmfq 218 20 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 218 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 218 22 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 218 23 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 218 24 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 219 1 Ini- ini- UH work_zhdjd7ouobhd3hosejfsdrnmfq 219 2 tially tially RB work_zhdjd7ouobhd3hosejfsdrnmfq 219 3 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 219 4 describe describe VBP work_zhdjd7ouobhd3hosejfsdrnmfq 219 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 219 6 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 219 7 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 219 8 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 219 9 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 219 10 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 219 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 219 12 methodology methodology NN work_zhdjd7ouobhd3hosejfsdrnmfq 219 13 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 219 14 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 219 15 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 219 16 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 219 17 4.1 4.1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 219 18 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 219 19 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 219 20 followed follow VBN work_zhdjd7ouobhd3hosejfsdrnmfq 219 21 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 219 22 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 219 23 base- base- NN work_zhdjd7ouobhd3hosejfsdrnmfq 219 24 line line NN work_zhdjd7ouobhd3hosejfsdrnmfq 219 25 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 219 26 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 219 27 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 219 28 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 219 29 comparative comparative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 219 30 evaluation evaluation NN work_zhdjd7ouobhd3hosejfsdrnmfq 219 31 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 219 32 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 219 33 4.2 4.2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 219 34 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 219 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 220 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 220 2 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 220 3 4.3 4.3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 220 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 220 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 220 6 present present VBP work_zhdjd7ouobhd3hosejfsdrnmfq 220 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 220 8 initial initial JJ work_zhdjd7ouobhd3hosejfsdrnmfq 220 9 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 220 10 aimed aim VBN work_zhdjd7ouobhd3hosejfsdrnmfq 220 11 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 220 12 evaluate evaluate VB work_zhdjd7ouobhd3hosejfsdrnmfq 220 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 220 14 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 220 15 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 220 16 considering consider VBG work_zhdjd7ouobhd3hosejfsdrnmfq 220 17 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 220 18 configurations configuration NNS work_zhdjd7ouobhd3hosejfsdrnmfq 220 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 220 20 re- re- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 220 21 wards ward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 220 22 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 220 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 220 24 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 220 25 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 220 26 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 221 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 221 2 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 221 3 4.4 4.4 CD work_zhdjd7ouobhd3hosejfsdrnmfq 221 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 221 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 221 6 evaluate evaluate VBP work_zhdjd7ouobhd3hosejfsdrnmfq 221 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 221 8 influence influence NN work_zhdjd7ouobhd3hosejfsdrnmfq 221 9 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 221 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 221 11 amortization amortization NN work_zhdjd7ouobhd3hosejfsdrnmfq 221 12 factor factor NN work_zhdjd7ouobhd3hosejfsdrnmfq 221 13 a a NNP work_zhdjd7ouobhd3hosejfsdrnmfq 221 14 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 221 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 221 16 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 221 17 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 221 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 222 1 Fi- fi- RB work_zhdjd7ouobhd3hosejfsdrnmfq 222 2 nally nally RB work_zhdjd7ouobhd3hosejfsdrnmfq 222 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 222 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 222 5 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 222 6 4.5 4.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 222 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 222 8 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 222 9 present present VBP work_zhdjd7ouobhd3hosejfsdrnmfq 222 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 222 11 effect effect NN work_zhdjd7ouobhd3hosejfsdrnmfq 222 12 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 222 13 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 222 14 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 222 15 weighting weight VBG work_zhdjd7ouobhd3hosejfsdrnmfq 222 16 function function NN work_zhdjd7ouobhd3hosejfsdrnmfq 222 17 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 222 18 recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 222 19 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 222 20 as as RB work_zhdjd7ouobhd3hosejfsdrnmfq 222 21 well well RB work_zhdjd7ouobhd3hosejfsdrnmfq 222 22 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 222 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 222 24 comparative comparative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 222 25 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 222 26 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 222 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 222 28 baseline baseline NN work_zhdjd7ouobhd3hosejfsdrnmfq 222 29 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 222 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 223 1 4.1 4.1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 223 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 224 1 Data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 224 2 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 224 3 settings setting NNS work_zhdjd7ouobhd3hosejfsdrnmfq 224 4 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 224 5 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 224 6 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 224 7 evaluate evaluate VB work_zhdjd7ouobhd3hosejfsdrnmfq 224 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 224 9 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 224 10 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 224 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 224 12 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 224 13 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 224 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 224 15 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 224 16 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 224 17 four four CD work_zhdjd7ouobhd3hosejfsdrnmfq 224 18 co co NN work_zhdjd7ouobhd3hosejfsdrnmfq 224 19 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 224 20 authorship authorship NN work_zhdjd7ouobhd3hosejfsdrnmfq 224 21 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 224 22 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 224 23 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 224 24 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 224 25 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 224 26 experi- experi- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 224 27 ments ment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 224 28 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 225 1 We -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 225 2 highlight highlight VBP work_zhdjd7ouobhd3hosejfsdrnmfq 225 3 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 225 4 co co NN work_zhdjd7ouobhd3hosejfsdrnmfq 225 5 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 225 6 authorship authorship NN work_zhdjd7ouobhd3hosejfsdrnmfq 225 7 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 225 8 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 225 9 highly highly RB work_zhdjd7ouobhd3hosejfsdrnmfq 225 10 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 225 11 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 225 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 225 13 literature literature NN work_zhdjd7ouobhd3hosejfsdrnmfq 225 14 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 225 15 evaluate evaluate VB work_zhdjd7ouobhd3hosejfsdrnmfq 225 16 SNA SNA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 225 17 techniques technique NNS work_zhdjd7ouobhd3hosejfsdrnmfq 225 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 226 1 Being be VBG work_zhdjd7ouobhd3hosejfsdrnmfq 226 2 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 226 3 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 226 4 struc- struc- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 226 5 ture ture NN work_zhdjd7ouobhd3hosejfsdrnmfq 226 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 226 7 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 226 8 kind kind NN work_zhdjd7ouobhd3hosejfsdrnmfq 226 9 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 226 10 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 226 11 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 226 12 very very RB work_zhdjd7ouobhd3hosejfsdrnmfq 226 13 dynamic dynamic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 226 14 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 226 15 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 226 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 226 17 what what WP work_zhdjd7ouobhd3hosejfsdrnmfq 226 18 makes make VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 226 19 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 226 20 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 226 21 great great JJ work_zhdjd7ouobhd3hosejfsdrnmfq 226 22 source source NN work_zhdjd7ouobhd3hosejfsdrnmfq 226 23 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 226 24 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 226 25 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 226 26 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 226 27 explored explore VBN work_zhdjd7ouobhd3hosejfsdrnmfq 226 28 regarding regard VBG work_zhdjd7ouobhd3hosejfsdrnmfq 226 29 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 226 30 emergence emergence NN work_zhdjd7ouobhd3hosejfsdrnmfq 226 31 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 226 32 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 226 33 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 226 34 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 227 1 Besides besides RB work_zhdjd7ouobhd3hosejfsdrnmfq 227 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 227 3 most most JJS work_zhdjd7ouobhd3hosejfsdrnmfq 227 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 227 5 them -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 227 6 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 227 7 publicly publicly RB work_zhdjd7ouobhd3hosejfsdrnmfq 227 8 available available JJ work_zhdjd7ouobhd3hosejfsdrnmfq 227 9 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 227 10 digital digital JJ work_zhdjd7ouobhd3hosejfsdrnmfq 227 11 environment environment NN work_zhdjd7ouobhd3hosejfsdrnmfq 227 12 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 227 13 Barabasi Barabasi NNP work_zhdjd7ouobhd3hosejfsdrnmfq 227 14 et et FW work_zhdjd7ouobhd3hosejfsdrnmfq 227 15 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 227 16 . . 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author NN work_zhdjd7ouobhd3hosejfsdrnmfq 228 13 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 228 14 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 228 15 edge edge NN work_zhdjd7ouobhd3hosejfsdrnmfq 228 16 indicates indicate VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 228 17 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 228 18 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 228 19 specific specific JJ work_zhdjd7ouobhd3hosejfsdrnmfq 228 20 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 228 21 have have VBP work_zhdjd7ouobhd3hosejfsdrnmfq 228 22 co co VBN work_zhdjd7ouobhd3hosejfsdrnmfq 228 23 - - VBN work_zhdjd7ouobhd3hosejfsdrnmfq 228 24 authored author VBN work_zhdjd7ouobhd3hosejfsdrnmfq 228 25 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 228 26 paper paper NN work_zhdjd7ouobhd3hosejfsdrnmfq 228 27 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 229 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 229 2 seen see VBN work_zhdjd7ouobhd3hosejfsdrnmfq 229 3 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 229 4 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 229 5 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 229 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 229 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 229 8 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 229 9 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 229 10 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 229 11 edge edge NN work_zhdjd7ouobhd3hosejfsdrnmfq 229 12 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 229 13 stores store VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 229 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 229 15 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 229 16 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 229 17 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 229 18 relationship relationship NN work_zhdjd7ouobhd3hosejfsdrnmfq 229 19 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 229 20 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 229 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 230 1 More more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 230 2 specifically specifically RB work_zhdjd7ouobhd3hosejfsdrnmfq 230 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 230 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 230 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 230 6 co co JJ work_zhdjd7ouobhd3hosejfsdrnmfq 230 7 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 230 8 authorship authorship JJ work_zhdjd7ouobhd3hosejfsdrnmfq 230 9 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 230 10 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 230 11 here here RB work_zhdjd7ouobhd3hosejfsdrnmfq 230 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 230 13 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 230 14 edge edge NN work_zhdjd7ouobhd3hosejfsdrnmfq 230 15 stores store VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 230 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 230 17 publication publication NN work_zhdjd7ouobhd3hosejfsdrnmfq 230 18 year year NN work_zhdjd7ouobhd3hosejfsdrnmfq 230 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 230 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 230 21 co co JJ work_zhdjd7ouobhd3hosejfsdrnmfq 230 22 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 230 23 authored authored JJ work_zhdjd7ouobhd3hosejfsdrnmfq 230 24 paper paper NN work_zhdjd7ouobhd3hosejfsdrnmfq 230 25 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 231 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 231 2 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 231 3 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 231 4 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 231 5 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 231 6 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 231 7 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 231 8 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 231 9 collected collect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 231 10 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 231 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 231 12 e e NN work_zhdjd7ouobhd3hosejfsdrnmfq 231 13 - - NN work_zhdjd7ouobhd3hosejfsdrnmfq 231 14 print print NN work_zhdjd7ouobhd3hosejfsdrnmfq 231 15 arXiv,2 arxiv,2 NN work_zhdjd7ouobhd3hosejfsdrnmfq 231 16 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 231 17 maintains maintain VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 231 18 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 231 19 large large JJ work_zhdjd7ouobhd3hosejfsdrnmfq 231 20 database database NN work_zhdjd7ouobhd3hosejfsdrnmfq 231 21 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 231 22 electronic electronic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 231 23 scientific scientific JJ work_zhdjd7ouobhd3hosejfsdrnmfq 231 24 papers paper NNS work_zhdjd7ouobhd3hosejfsdrnmfq 231 25 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 231 26 several several JJ work_zhdjd7ouobhd3hosejfsdrnmfq 231 27 fields field NNS work_zhdjd7ouobhd3hosejfsdrnmfq 231 28 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 231 29 such such JJ work_zhdjd7ouobhd3hosejfsdrnmfq 231 30 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 231 31 mathematics mathematics NN work_zhdjd7ouobhd3hosejfsdrnmfq 231 32 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 231 33 physics physics NN work_zhdjd7ouobhd3hosejfsdrnmfq 231 34 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 231 35 astronomy astronomy NN work_zhdjd7ouobhd3hosejfsdrnmfq 231 36 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 231 37 among among IN work_zhdjd7ouobhd3hosejfsdrnmfq 231 38 others other NNS work_zhdjd7ouobhd3hosejfsdrnmfq 231 39 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 232 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 232 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 232 3 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 232 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 232 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 232 6 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 232 7 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 232 8 built build VBN work_zhdjd7ouobhd3hosejfsdrnmfq 232 9 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 232 10 collaborations collaboration NNS work_zhdjd7ouobhd3hosejfsdrnmfq 232 11 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 232 12 four four CD work_zhdjd7ouobhd3hosejfsdrnmfq 232 13 distinct distinct JJ work_zhdjd7ouobhd3hosejfsdrnmfq 232 14 sub sub NN work_zhdjd7ouobhd3hosejfsdrnmfq 232 15 - - NNS work_zhdjd7ouobhd3hosejfsdrnmfq 232 16 areas area NNS work_zhdjd7ouobhd3hosejfsdrnmfq 232 17 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 232 18 namely namely RB work_zhdjd7ouobhd3hosejfsdrnmfq 232 19 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 232 20 as- as- XX work_zhdjd7ouobhd3hosejfsdrnmfq 232 21 tro tro NN work_zhdjd7ouobhd3hosejfsdrnmfq 232 22 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 232 23 physics physics NN work_zhdjd7ouobhd3hosejfsdrnmfq 232 24 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 232 25 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 232 26 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 232 27 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 232 28 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 232 29 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 232 30 condensed condense VBN work_zhdjd7ouobhd3hosejfsdrnmfq 232 31 matter matter NN work_zhdjd7ouobhd3hosejfsdrnmfq 232 32 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 232 33 cond cond NN work_zhdjd7ouobhd3hosejfsdrnmfq 232 34 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 232 35 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 232 36 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 232 37 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 232 38 high high JJ work_zhdjd7ouobhd3hosejfsdrnmfq 232 39 energy energy NN work_zhdjd7ouobhd3hosejfsdrnmfq 232 40 physics physic NNS work_zhdjd7ouobhd3hosejfsdrnmfq 232 41 – – : work_zhdjd7ouobhd3hosejfsdrnmfq 232 42 lattice lattice NN work_zhdjd7ouobhd3hosejfsdrnmfq 232 43 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 232 44 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 232 45 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 232 46 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 232 47 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 232 48 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 232 49 theoretical theoretical JJ work_zhdjd7ouobhd3hosejfsdrnmfq 232 50 high high JJ work_zhdjd7ouobhd3hosejfsdrnmfq 232 51 energy energy NN work_zhdjd7ouobhd3hosejfsdrnmfq 232 52 physics physic NNS work_zhdjd7ouobhd3hosejfsdrnmfq 232 53 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 232 54 hep- hep- XX work_zhdjd7ouobhd3hosejfsdrnmfq 232 55 th th XX work_zhdjd7ouobhd3hosejfsdrnmfq 232 56 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 232 57 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 233 1 Collaborations collaboration NNS work_zhdjd7ouobhd3hosejfsdrnmfq 233 2 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 233 3 1993 1993 CD work_zhdjd7ouobhd3hosejfsdrnmfq 233 4 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 233 5 2000 2000 CD work_zhdjd7ouobhd3hosejfsdrnmfq 233 6 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 233 7 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 233 8 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 233 9 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 233 10 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 233 11 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 233 12 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 233 13 cond cond NNP work_zhdjd7ouobhd3hosejfsdrnmfq 233 14 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 233 15 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 233 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 233 17 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 233 18 collaborations collaboration NNS work_zhdjd7ouobhd3hosejfsdrnmfq 233 19 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 233 20 1992 1992 CD work_zhdjd7ouobhd3hosejfsdrnmfq 233 21 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 233 22 2010 2010 CD work_zhdjd7ouobhd3hosejfsdrnmfq 233 23 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 233 24 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 233 25 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 233 26 hep- hep- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 233 27 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 233 28 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 233 29 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 233 30 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 233 31 th th NNP work_zhdjd7ouobhd3hosejfsdrnmfq 233 32 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 234 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 234 2 summarized summarized JJ work_zhdjd7ouobhd3hosejfsdrnmfq 234 3 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 234 4 about about IN work_zhdjd7ouobhd3hosejfsdrnmfq 234 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 234 6 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 234 7 net- net- NN work_zhdjd7ouobhd3hosejfsdrnmfq 234 8 works work NNS work_zhdjd7ouobhd3hosejfsdrnmfq 234 9 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 234 10 presented present VBN work_zhdjd7ouobhd3hosejfsdrnmfq 234 11 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 234 12 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 234 13 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 234 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 235 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 235 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 235 3 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 235 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 235 5 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 235 6 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 235 7 window window NN work_zhdjd7ouobhd3hosejfsdrnmfq 235 8 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 235 9 size size NN work_zhdjd7ouobhd3hosejfsdrnmfq 235 10 one one CD work_zhdjd7ouobhd3hosejfsdrnmfq 235 11 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 235 12 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 235 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 235 14 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 235 15 hence hence RB work_zhdjd7ouobhd3hosejfsdrnmfq 235 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 235 17 aim aim NN work_zhdjd7ouobhd3hosejfsdrnmfq 235 18 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 235 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 235 20 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 235 21 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 235 22 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 235 23 investigate investigate VB work_zhdjd7ouobhd3hosejfsdrnmfq 235 24 how how WRB work_zhdjd7ouobhd3hosejfsdrnmfq 235 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 235 26 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 235 27 evolved evolve VBD work_zhdjd7ouobhd3hosejfsdrnmfq 235 28 every every DT work_zhdjd7ouobhd3hosejfsdrnmfq 235 29 year year NN work_zhdjd7ouobhd3hosejfsdrnmfq 235 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 236 1 By by IN work_zhdjd7ouobhd3hosejfsdrnmfq 236 2 following follow VBG work_zhdjd7ouobhd3hosejfsdrnmfq 236 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 236 4 methodology methodology NN work_zhdjd7ouobhd3hosejfsdrnmfq 236 5 described describe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 236 6 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 236 7 Section Section NNP work_zhdjd7ouobhd3hosejfsdrnmfq 236 8 3.1 3.1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 236 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 236 10 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 236 11 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 236 12 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 236 13 N N NNP work_zhdjd7ouobhd3hosejfsdrnmfq 236 14 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 236 15 built build VBN work_zhdjd7ouobhd3hosejfsdrnmfq 236 16 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 236 17 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 236 18 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 236 19 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 237 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 237 2 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 237 3 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 237 4 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 237 5 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 237 6 cond cond NNP work_zhdjd7ouobhd3hosejfsdrnmfq 237 7 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 237 8 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 237 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 237 10 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 237 11 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 237 12 1993 1993 CD work_zhdjd7ouobhd3hosejfsdrnmfq 237 13 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 237 14 1999 1999 CD work_zhdjd7ouobhd3hosejfsdrnmfq 237 15 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 237 16 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 237 17 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 237 18 build build VB work_zhdjd7ouobhd3hosejfsdrnmfq 237 19 N N NNP work_zhdjd7ouobhd3hosejfsdrnmfq 237 20 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 237 21 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 237 22 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 237 23 total total JJ work_zhdjd7ouobhd3hosejfsdrnmfq 237 24 number number NN work_zhdjd7ouobhd3hosejfsdrnmfq 237 25 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 237 26 n n NN work_zhdjd7ouobhd3hosejfsdrnmfq 237 27 ¼ ¼ JJ work_zhdjd7ouobhd3hosejfsdrnmfq 237 28 7 7 CD work_zhdjd7ouobhd3hosejfsdrnmfq 237 29 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 237 30 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 237 31 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 237 32 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 237 33 snapshot snapshot NN work_zhdjd7ouobhd3hosejfsdrnmfq 237 34 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 237 35 2000 2000 CD work_zhdjd7ouobhd3hosejfsdrnmfq 237 36 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 237 37 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 237 38 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 237 39 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 237 40 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 237 41 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 237 42 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 238 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 238 2 hep hep NN work_zhdjd7ouobhd3hosejfsdrnmfq 238 3 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 238 4 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 238 5 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 238 6 hep hep NN work_zhdjd7ouobhd3hosejfsdrnmfq 238 7 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 238 8 th th NNP work_zhdjd7ouobhd3hosejfsdrnmfq 238 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 238 10 N N NNP work_zhdjd7ouobhd3hosejfsdrnmfq 238 11 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 238 12 built build VBN work_zhdjd7ouobhd3hosejfsdrnmfq 238 13 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 238 14 collaborations collaboration NNS work_zhdjd7ouobhd3hosejfsdrnmfq 238 15 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 238 16 1992 1992 CD work_zhdjd7ouobhd3hosejfsdrnmfq 238 17 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 238 18 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 238 19 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 238 20 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 238 21 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 238 22 total total JJ work_zhdjd7ouobhd3hosejfsdrnmfq 238 23 number number NN work_zhdjd7ouobhd3hosejfsdrnmfq 238 24 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 238 25 n n NN work_zhdjd7ouobhd3hosejfsdrnmfq 238 26 ¼ ¼ JJ work_zhdjd7ouobhd3hosejfsdrnmfq 238 27 18 18 CD work_zhdjd7ouobhd3hosejfsdrnmfq 238 28 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 238 29 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 238 30 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 238 31 whereas whereas IN work_zhdjd7ouobhd3hosejfsdrnmfq 238 32 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 238 33 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 238 34 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 238 35 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 238 36 composed compose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 238 37 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 238 38 collaborations collaboration NNS work_zhdjd7ouobhd3hosejfsdrnmfq 238 39 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 238 40 2010 2010 CD work_zhdjd7ouobhd3hosejfsdrnmfq 238 41 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 239 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 239 2 mentioned mention VBN work_zhdjd7ouobhd3hosejfsdrnmfq 239 3 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 239 4 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 239 5 3.2 3.2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 239 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 239 7 adequate adequate JJ work_zhdjd7ouobhd3hosejfsdrnmfq 239 8 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 239 9 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 239 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 239 11 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 239 12 parameters parameter NNS work_zhdjd7ouobhd3hosejfsdrnmfq 239 13 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 239 14 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 239 15 estimated estimate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 239 16 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 239 17 evaluating evaluate VBG work_zhdjd7ouobhd3hosejfsdrnmfq 239 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 239 19 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 239 20 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 239 21 per- per- NN work_zhdjd7ouobhd3hosejfsdrnmfq 239 22 formance formance NN work_zhdjd7ouobhd3hosejfsdrnmfq 239 23 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 239 24 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 239 25 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 239 26 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 239 27 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 240 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 240 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 240 3 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 240 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 240 6 last last JJ work_zhdjd7ouobhd3hosejfsdrnmfq 240 7 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 8 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 240 9 N n NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 10 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 240 11 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 240 12 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 240 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 240 14 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 15 set set VBN work_zhdjd7ouobhd3hosejfsdrnmfq 240 16 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 240 17 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 18 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 240 19 perform perform VB work_zhdjd7ouobhd3hosejfsdrnmfq 240 20 parameter parameter NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 21 selec- selec- NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 22 tion tion NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 23 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 240 24 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 240 25 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 26 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 240 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 240 28 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 29 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 240 30 1999 1999 CD work_zhdjd7ouobhd3hosejfsdrnmfq 240 31 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 240 32 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 240 33 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 240 34 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 35 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 240 36 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 240 37 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 240 38 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 240 39 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 240 40 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 240 41 cond cond NNP work_zhdjd7ouobhd3hosejfsdrnmfq 240 42 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 240 43 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 44 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 240 45 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 240 46 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 240 47 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 48 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 240 49 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 240 50 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 240 51 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 240 52 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 240 53 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 54 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 240 55 hep hep NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 56 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 240 57 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 240 58 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 240 59 hep hep NN work_zhdjd7ouobhd3hosejfsdrnmfq 240 60 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 240 61 th th NNP work_zhdjd7ouobhd3hosejfsdrnmfq 240 62 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 241 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 241 2 usual usual JJ work_zhdjd7ouobhd3hosejfsdrnmfq 241 3 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 241 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 241 5 link link NNP work_zhdjd7ouobhd3hosejfsdrnmfq 241 6 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 241 7 field field NN work_zhdjd7ouobhd3hosejfsdrnmfq 241 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 241 9 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 241 10 aim aim NN work_zhdjd7ouobhd3hosejfsdrnmfq 241 11 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 241 12 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 241 13 investigate investigate VB work_zhdjd7ouobhd3hosejfsdrnmfq 241 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 241 15 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 241 16 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 241 17 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 241 18 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 241 19 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 241 20 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 241 21 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 241 22 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 242 1 Therefore therefore RB work_zhdjd7ouobhd3hosejfsdrnmfq 242 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 242 3 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 242 4 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 242 5 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 242 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 242 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 242 8 initial initial JJ work_zhdjd7ouobhd3hosejfsdrnmfq 242 9 list list NN work_zhdjd7ouobhd3hosejfsdrnmfq 242 10 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 242 11 candidate candidate NN work_zhdjd7ouobhd3hosejfsdrnmfq 242 12 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 242 13 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 242 14 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 242 15 evaluated evaluate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 242 16 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 242 17 formed form VBN work_zhdjd7ouobhd3hosejfsdrnmfq 242 18 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 242 19 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 242 20 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 242 21 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 242 22 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 242 23 connected connect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 242 24 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 242 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 242 26 last last JJ work_zhdjd7ouobhd3hosejfsdrnmfq 242 27 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 242 28 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 242 29 N n NN work_zhdjd7ouobhd3hosejfsdrnmfq 242 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 243 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 243 2 final final JJ work_zhdjd7ouobhd3hosejfsdrnmfq 243 3 list list NN work_zhdjd7ouobhd3hosejfsdrnmfq 243 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 243 5 formed form VBN work_zhdjd7ouobhd3hosejfsdrnmfq 243 6 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 243 7 picking pick VBG work_zhdjd7ouobhd3hosejfsdrnmfq 243 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 243 9 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 243 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 243 11 initial initial JJ work_zhdjd7ouobhd3hosejfsdrnmfq 243 12 list list NN work_zhdjd7ouobhd3hosejfsdrnmfq 243 13 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 243 14 only only RB work_zhdjd7ouobhd3hosejfsdrnmfq 243 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 243 16 dyads dyad NNS work_zhdjd7ouobhd3hosejfsdrnmfq 243 17 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 243 18 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 243 19 directly directly RB work_zhdjd7ouobhd3hosejfsdrnmfq 243 20 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 243 21 indirectly indirectly RB work_zhdjd7ouobhd3hosejfsdrnmfq 243 22 affected affect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 243 23 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 243 24 some some DT work_zhdjd7ouobhd3hosejfsdrnmfq 243 25 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 243 26 during during IN work_zhdjd7ouobhd3hosejfsdrnmfq 243 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 243 28 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 243 29 evolution evolution NN work_zhdjd7ouobhd3hosejfsdrnmfq 243 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 244 1 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 244 2 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 244 3 shows show VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 244 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 244 5 distribution distribution NN work_zhdjd7ouobhd3hosejfsdrnmfq 244 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 244 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 244 8 candidate candidate NN work_zhdjd7ouobhd3hosejfsdrnmfq 244 9 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 244 10 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 244 11 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 244 12 regarding regard VBG work_zhdjd7ouobhd3hosejfsdrnmfq 244 13 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 244 14 class class NN work_zhdjd7ouobhd3hosejfsdrnmfq 244 15 labels label NNS work_zhdjd7ouobhd3hosejfsdrnmfq 244 16 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 244 17 connected connected JJ work_zhdjd7ouobhd3hosejfsdrnmfq 244 18 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 244 19 non non JJ work_zhdjd7ouobhd3hosejfsdrnmfq 244 20 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 244 21 connected connected JJ work_zhdjd7ouobhd3hosejfsdrnmfq 244 22 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 244 23 both both CC work_zhdjd7ouobhd3hosejfsdrnmfq 244 24 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 244 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 244 26 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 244 27 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 244 28 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 244 29 test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 244 30 sets set NNS work_zhdjd7ouobhd3hosejfsdrnmfq 244 31 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 245 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 245 2 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 245 3 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 245 4 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 245 5 seen see VBN work_zhdjd7ouobhd3hosejfsdrnmfq 245 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 245 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 245 8 class class NN work_zhdjd7ouobhd3hosejfsdrnmfq 245 9 distribution distribution NN work_zhdjd7ouobhd3hosejfsdrnmfq 245 10 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 245 11 highly highly RB work_zhdjd7ouobhd3hosejfsdrnmfq 245 12 imbalanced imbalanced JJ work_zhdjd7ouobhd3hosejfsdrnmfq 245 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 245 14 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 245 15 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 245 16 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 245 17 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 245 18 problem problem NN work_zhdjd7ouobhd3hosejfsdrnmfq 245 19 related relate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 245 20 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 245 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 245 22 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 245 23 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 245 24 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 245 25 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 246 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 246 2 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 246 3 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 246 4 minimize minimize VB work_zhdjd7ouobhd3hosejfsdrnmfq 246 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 246 6 effect effect NN work_zhdjd7ouobhd3hosejfsdrnmfq 246 7 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 246 8 imbalanced imbalanced JJ work_zhdjd7ouobhd3hosejfsdrnmfq 246 9 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 246 10 during during IN work_zhdjd7ouobhd3hosejfsdrnmfq 246 11 evalua- evalua- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 246 12 tion tion NNP work_zhdjd7ouobhd3hosejfsdrnmfq 246 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 246 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 246 15 Area Area NNP work_zhdjd7ouobhd3hosejfsdrnmfq 246 16 Under under IN work_zhdjd7ouobhd3hosejfsdrnmfq 246 17 ROC ROC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 246 18 Curve Curve NNP work_zhdjd7ouobhd3hosejfsdrnmfq 246 19 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 246 20 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 246 21 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 246 22 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 246 23 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 246 24 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 246 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 246 26 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 246 27 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 246 28 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 246 29 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 247 1 ROC ROC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 247 2 curves curve NNS work_zhdjd7ouobhd3hosejfsdrnmfq 247 3 relate relate VBP work_zhdjd7ouobhd3hosejfsdrnmfq 247 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 247 5 sensitivity sensitivity NN work_zhdjd7ouobhd3hosejfsdrnmfq 247 6 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 247 7 true true JJ work_zhdjd7ouobhd3hosejfsdrnmfq 247 8 positive positive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 247 9 rate rate NN work_zhdjd7ouobhd3hosejfsdrnmfq 247 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 247 11 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 247 12 specificity specificity NN work_zhdjd7ouobhd3hosejfsdrnmfq 247 13 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 247 14 true true JJ work_zhdjd7ouobhd3hosejfsdrnmfq 247 15 negative negative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 247 16 rate rate NN work_zhdjd7ouobhd3hosejfsdrnmfq 247 17 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 247 18 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 247 19 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 247 20 classifier classifier NN work_zhdjd7ouobhd3hosejfsdrnmfq 247 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 248 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 248 2 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 248 3 has have VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 248 4 been be VBN work_zhdjd7ouobhd3hosejfsdrnmfq 248 5 traditionally traditionally RB work_zhdjd7ouobhd3hosejfsdrnmfq 248 6 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 248 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 248 8 imbalanced imbalanced JJ work_zhdjd7ouobhd3hosejfsdrnmfq 248 9 classification classification NN work_zhdjd7ouobhd3hosejfsdrnmfq 248 10 problems problem NNS work_zhdjd7ouobhd3hosejfsdrnmfq 248 11 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 248 12 Murata Murata NNP work_zhdjd7ouobhd3hosejfsdrnmfq 248 13 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 248 14 Moriyasu Moriyasu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 248 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 248 16 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 248 17 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 248 18 Wang Wang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 248 19 et et NNP work_zhdjd7ouobhd3hosejfsdrnmfq 248 20 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 248 21 . . NNP work_zhdjd7ouobhd3hosejfsdrnmfq 248 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 248 23 2007 2007 CD work_zhdjd7ouobhd3hosejfsdrnmfq 248 24 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 248 25 due due IN work_zhdjd7ouobhd3hosejfsdrnmfq 248 26 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 248 27 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 248 28 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 248 29 robustness robustness NN work_zhdjd7ouobhd3hosejfsdrnmfq 248 30 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 248 31 class class NN work_zhdjd7ouobhd3hosejfsdrnmfq 248 32 distribution distribution NN work_zhdjd7ouobhd3hosejfsdrnmfq 248 33 anomalies anomaly NNS work_zhdjd7ouobhd3hosejfsdrnmfq 248 34 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 248 35 Fawcett Fawcett NNP work_zhdjd7ouobhd3hosejfsdrnmfq 248 36 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 248 37 2006 2006 CD work_zhdjd7ouobhd3hosejfsdrnmfq 248 38 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 248 39 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 249 1 Finally finally RB work_zhdjd7ouobhd3hosejfsdrnmfq 249 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 249 3 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 249 4 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 249 5 reliable reliable JJ work_zhdjd7ouobhd3hosejfsdrnmfq 249 6 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 249 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 249 8 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 249 9 performed perform VBD work_zhdjd7ouobhd3hosejfsdrnmfq 249 10 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 249 11 bootstrap bootstrap NN work_zhdjd7ouobhd3hosejfsdrnmfq 249 12 over over IN work_zhdjd7ouobhd3hosejfsdrnmfq 249 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 249 14 test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 249 15 set set VBN work_zhdjd7ouobhd3hosejfsdrnmfq 249 16 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 249 17 taking take VBG work_zhdjd7ouobhd3hosejfsdrnmfq 249 18 100 100 CD work_zhdjd7ouobhd3hosejfsdrnmfq 249 19 randomly randomly RB work_zhdjd7ouobhd3hosejfsdrnmfq 249 20 stratified stratify VBN work_zhdjd7ouobhd3hosejfsdrnmfq 249 21 sub sub NN work_zhdjd7ouobhd3hosejfsdrnmfq 249 22 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 249 23 samples sample NNS work_zhdjd7ouobhd3hosejfsdrnmfq 249 24 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 249 25 computing compute VBG work_zhdjd7ouobhd3hosejfsdrnmfq 249 26 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 249 27 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 249 28 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 250 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 250 2 10 10 CD work_zhdjd7ouobhd3hosejfsdrnmfq 250 3 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 250 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 250 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 250 6 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 250 7 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 250 8 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 250 9 10 10 CD work_zhdjd7ouobhd3hosejfsdrnmfq 250 10 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 250 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 250 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 250 13 worst bad JJS work_zhdjd7ouobhd3hosejfsdrnmfq 250 14 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 250 15 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 250 16 discarded discard VBN work_zhdjd7ouobhd3hosejfsdrnmfq 250 17 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 250 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 250 19 average average JJ work_zhdjd7ouobhd3hosejfsdrnmfq 250 20 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 250 21 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 250 22 computed compute VBN work_zhdjd7ouobhd3hosejfsdrnmfq 250 23 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 251 1 4.2 4.2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 251 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 252 1 Baseline baseline JJ work_zhdjd7ouobhd3hosejfsdrnmfq 252 2 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 252 3 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 252 4 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 252 5 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 252 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 252 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 252 8 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 252 9 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 252 10 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 252 11 compared compare VBN work_zhdjd7ouobhd3hosejfsdrnmfq 252 12 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 252 13 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 252 14 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 252 15 previously previously RB work_zhdjd7ouobhd3hosejfsdrnmfq 252 16 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 252 17 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 252 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 252 19 literature literature NN work_zhdjd7ouobhd3hosejfsdrnmfq 252 20 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 252 21 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 252 22 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 252 23 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 253 1 Initially initially RB work_zhdjd7ouobhd3hosejfsdrnmfq 253 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 253 3 four four CD work_zhdjd7ouobhd3hosejfsdrnmfq 253 4 classical classical JJ work_zhdjd7ouobhd3hosejfsdrnmfq 253 5 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 253 6 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 253 7 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 253 8 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 253 9 neigh- neigh- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 253 10 borhood borhood NNP work_zhdjd7ouobhd3hosejfsdrnmfq 253 11 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 253 12 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 253 13 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 253 14 PA PA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 253 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 253 16 CN CN NNP work_zhdjd7ouobhd3hosejfsdrnmfq 253 17 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 253 18 AA AA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 253 19 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 253 20 JC JC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 253 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 254 1 These these DT work_zhdjd7ouobhd3hosejfsdrnmfq 254 2 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 254 3 very very RB work_zhdjd7ouobhd3hosejfsdrnmfq 254 4 popu- popu- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 254 5 lar lar NN work_zhdjd7ouobhd3hosejfsdrnmfq 254 6 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 254 7 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 254 8 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 254 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 254 10 state state NN work_zhdjd7ouobhd3hosejfsdrnmfq 254 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 254 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 254 13 art art NN work_zhdjd7ouobhd3hosejfsdrnmfq 254 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 254 15 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 254 16 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 254 17 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 254 18 Bringmann Bringmann NNP work_zhdjd7ouobhd3hosejfsdrnmfq 254 19 et et NNP work_zhdjd7ouobhd3hosejfsdrnmfq 254 20 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 254 21 . . NNP work_zhdjd7ouobhd3hosejfsdrnmfq 254 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 254 23 2010 2010 CD work_zhdjd7ouobhd3hosejfsdrnmfq 254 24 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 254 25 Lichtenwalter Lichtenwalter NNP work_zhdjd7ouobhd3hosejfsdrnmfq 254 26 et et FW work_zhdjd7ouobhd3hosejfsdrnmfq 254 27 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 254 28 . . NNP work_zhdjd7ouobhd3hosejfsdrnmfq 254 29 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 254 30 2010 2010 CD work_zhdjd7ouobhd3hosejfsdrnmfq 254 31 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 254 32 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 255 1 Each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 255 2 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 255 3 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 255 4 explained explain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 255 5 below below RB work_zhdjd7ouobhd3hosejfsdrnmfq 255 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 256 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 256 2 PA pa NN work_zhdjd7ouobhd3hosejfsdrnmfq 256 3 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 256 4 assumes assume VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 256 5 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 256 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 256 7 probability probability NN work_zhdjd7ouobhd3hosejfsdrnmfq 256 8 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 256 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 256 10 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 256 11 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 256 12 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 256 13 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 256 14 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 256 15 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 256 16 proportional proportional JJ work_zhdjd7ouobhd3hosejfsdrnmfq 256 17 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 256 18 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 256 19 degrees degree NNS work_zhdjd7ouobhd3hosejfsdrnmfq 256 20 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 257 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 257 2 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 257 3 co co NN work_zhdjd7ouobhd3hosejfsdrnmfq 257 4 - - NN work_zhdjd7ouobhd3hosejfsdrnmfq 257 5 author- author- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 257 6 ship ship NN work_zhdjd7ouobhd3hosejfsdrnmfq 257 7 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 257 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 257 9 such such JJ work_zhdjd7ouobhd3hosejfsdrnmfq 257 10 probability probability NN work_zhdjd7ouobhd3hosejfsdrnmfq 257 11 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 257 12 correlated correlate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 257 13 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 257 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 257 15 product product NN work_zhdjd7ouobhd3hosejfsdrnmfq 257 16 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 257 17 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 257 18 number number NN work_zhdjd7ouobhd3hosejfsdrnmfq 257 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 257 20 collaborators collaborator NNS work_zhdjd7ouobhd3hosejfsdrnmfq 257 21 they -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 257 22 have have VBP work_zhdjd7ouobhd3hosejfsdrnmfq 257 23 Barabasi Barabasi NNP work_zhdjd7ouobhd3hosejfsdrnmfq 257 24 et et FW work_zhdjd7ouobhd3hosejfsdrnmfq 257 25 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 257 26 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 258 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 258 2 2002 2002 CD work_zhdjd7ouobhd3hosejfsdrnmfq 258 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 258 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 259 1 Hence hence RB work_zhdjd7ouobhd3hosejfsdrnmfq 259 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 259 3 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 259 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 259 5 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 259 6 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 259 7 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 259 8 PAðu paðu XX work_zhdjd7ouobhd3hosejfsdrnmfq 259 9 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 259 10 vÞ¼ vþ¼ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 259 11 jjCðuÞjj jjCðuÞjj NNP work_zhdjd7ouobhd3hosejfsdrnmfq 259 12 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 259 13 jjCðvÞjj jjCðvÞjj NNP work_zhdjd7ouobhd3hosejfsdrnmfq 259 14 ð11Þ ð11þ CD work_zhdjd7ouobhd3hosejfsdrnmfq 259 15 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 259 16 CN CN NNP work_zhdjd7ouobhd3hosejfsdrnmfq 259 17 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 259 18 states state VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 259 19 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 259 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 259 21 bigger big JJR work_zhdjd7ouobhd3hosejfsdrnmfq 259 22 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 259 23 number number NN work_zhdjd7ouobhd3hosejfsdrnmfq 259 24 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 259 25 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 259 26 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 259 27 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 259 28 share share VBP work_zhdjd7ouobhd3hosejfsdrnmfq 259 29 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 259 30 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 259 31 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 259 32 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 259 33 their -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 259 34 probability probability NN work_zhdjd7ouobhd3hosejfsdrnmfq 259 35 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 259 36 form form VB work_zhdjd7ouobhd3hosejfsdrnmfq 259 37 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 259 38 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 259 39 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 259 40 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 259 41 future future NN work_zhdjd7ouobhd3hosejfsdrnmfq 259 42 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 259 43 Newman Newman NNP work_zhdjd7ouobhd3hosejfsdrnmfq 259 44 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 259 45 2001 2001 CD work_zhdjd7ouobhd3hosejfsdrnmfq 259 46 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 259 47 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 260 1 Formally formally RB work_zhdjd7ouobhd3hosejfsdrnmfq 260 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 260 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 260 4 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 260 5 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 260 6 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 260 7 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 260 8 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 260 9 CNðu cnðu JJ work_zhdjd7ouobhd3hosejfsdrnmfq 260 10 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 260 11 vÞ¼ vþ¼ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 260 12 jjCðuÞ\ jjcðuþ\ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 260 13 CðvÞjj CðvÞjj NNP work_zhdjd7ouobhd3hosejfsdrnmfq 260 14 ð12Þ ð12þ CD work_zhdjd7ouobhd3hosejfsdrnmfq 260 15 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 260 16 AA AA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 260 17 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 260 18 refines refine VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 260 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 260 20 CN cn NN work_zhdjd7ouobhd3hosejfsdrnmfq 260 21 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 260 22 increasing increase VBG work_zhdjd7ouobhd3hosejfsdrnmfq 260 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 260 24 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 260 25 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 260 26 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 260 27 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 260 28 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 260 29 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 260 30 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 260 31 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 260 32 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 260 33 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 260 34 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 260 35 possess possess NN work_zhdjd7ouobhd3hosejfsdrnmfq 260 36 less less JJR work_zhdjd7ouobhd3hosejfsdrnmfq 260 37 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 260 38 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 260 39 Adamic Adamic NNP work_zhdjd7ouobhd3hosejfsdrnmfq 260 40 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 260 41 Adar Adar NNP work_zhdjd7ouobhd3hosejfsdrnmfq 260 42 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 260 43 2003 2003 CD work_zhdjd7ouobhd3hosejfsdrnmfq 260 44 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 260 45 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 261 1 Its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 261 2 formal formal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 261 3 definition definition NN work_zhdjd7ouobhd3hosejfsdrnmfq 261 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 261 5 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 261 6 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 261 7 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 261 8 Networks Networks NNP work_zhdjd7ouobhd3hosejfsdrnmfq 261 9 statistics statistic NNS work_zhdjd7ouobhd3hosejfsdrnmfq 261 10 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 262 1 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 262 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 262 3 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 262 4 cond cond NNP work_zhdjd7ouobhd3hosejfsdrnmfq 262 5 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 262 6 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 262 7 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 262 8 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 262 9 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 262 10 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 262 11 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 262 12 th th NNP work_zhdjd7ouobhd3hosejfsdrnmfq 262 13 Papers Papers NNP work_zhdjd7ouobhd3hosejfsdrnmfq 262 14 19,077 19,077 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 15 20,664 20,664 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 16 9,367 9,367 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 17 38,569 38,569 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 18 Authors author NNS work_zhdjd7ouobhd3hosejfsdrnmfq 262 19 16,978 16,978 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 20 18,070 18,070 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 21 4,718 4,718 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 22 17,887 17,887 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 23 Collaborations collaboration NNS work_zhdjd7ouobhd3hosejfsdrnmfq 262 24 140,157 140,157 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 25 56,731 56,731 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 26 32,309 32,309 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 27 58,855 58,855 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 28 Density density NN work_zhdjd7ouobhd3hosejfsdrnmfq 262 29 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 262 30 10 10 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 31 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 262 32 4 4 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 33 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 262 34 9.7252 9.7252 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 35 3.4746 3.4746 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 36 29.0355 29.0355 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 37 3.6792 3.6792 CD work_zhdjd7ouobhd3hosejfsdrnmfq 262 38 Avg Avg NNP work_zhdjd7ouobhd3hosejfsdrnmfq 262 39 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 263 1 degree degree NN work_zhdjd7ouobhd3hosejfsdrnmfq 263 2 16.51 16.51 CD work_zhdjd7ouobhd3hosejfsdrnmfq 263 3 6.28 6.28 CD work_zhdjd7ouobhd3hosejfsdrnmfq 263 4 13.70 13.70 CD work_zhdjd7ouobhd3hosejfsdrnmfq 263 5 6.58 6.58 CD work_zhdjd7ouobhd3hosejfsdrnmfq 263 6 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 263 7 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 263 8 Class class NN work_zhdjd7ouobhd3hosejfsdrnmfq 263 9 distribution distribution NN work_zhdjd7ouobhd3hosejfsdrnmfq 263 10 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 263 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 263 12 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 263 13 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 263 14 test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 263 15 sets set NNS work_zhdjd7ouobhd3hosejfsdrnmfq 263 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 264 1 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 264 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 264 3 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 264 4 cond cond NNP work_zhdjd7ouobhd3hosejfsdrnmfq 264 5 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 264 6 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 264 7 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 264 8 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 264 9 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 264 10 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 264 11 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 264 12 th th NNP work_zhdjd7ouobhd3hosejfsdrnmfq 264 13 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 264 14 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 264 15 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 264 16 Validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 264 17 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 264 18 No no NN work_zhdjd7ouobhd3hosejfsdrnmfq 264 19 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 265 1 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 265 2 pairs pairs NNP work_zhdjd7ouobhd3hosejfsdrnmfq 265 3 745,683 745,683 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 4 149,769 149,769 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 5 330,137 330,137 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 6 498,782 498,782 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 7 Connected Connected NNP work_zhdjd7ouobhd3hosejfsdrnmfq 265 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 265 9 + + SYM work_zhdjd7ouobhd3hosejfsdrnmfq 265 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 265 11 7,797 7,797 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 12 1,737 1,737 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 13 1,099 1,099 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 14 1,232 1,232 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 15 Non non JJ work_zhdjd7ouobhd3hosejfsdrnmfq 265 16 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 265 17 connected connected JJ work_zhdjd7ouobhd3hosejfsdrnmfq 265 18 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 265 19 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 265 20 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 265 21 737,886 737,886 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 22 148,032 148,032 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 23 329,038 329,038 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 24 497,550 497,550 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 25 Proportion Proportion NNP work_zhdjd7ouobhd3hosejfsdrnmfq 265 26 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 265 27 + + SYM work_zhdjd7ouobhd3hosejfsdrnmfq 265 28 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 265 29 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 265 30 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 265 31 1.06 1.06 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 32 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 265 33 1.17 1.17 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 34 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 265 35 0.33 0.33 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 36 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 265 37 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 265 38 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 265 39 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 265 40 b b NN work_zhdjd7ouobhd3hosejfsdrnmfq 265 41 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 265 42 Test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 265 43 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 265 44 No no NN work_zhdjd7ouobhd3hosejfsdrnmfq 265 45 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 266 1 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 266 2 pairs pairs NNP work_zhdjd7ouobhd3hosejfsdrnmfq 266 3 1,337.607 1,337.607 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 4 254,651 254,651 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 5 373,053 373,053 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 6 553,544 553,544 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 7 Connected Connected NNP work_zhdjd7ouobhd3hosejfsdrnmfq 266 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 266 9 + + SYM work_zhdjd7ouobhd3hosejfsdrnmfq 266 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 266 11 9,791 9,791 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 12 2,665 2,665 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 13 608 608 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 14 1,626 1,626 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 15 Non non JJ work_zhdjd7ouobhd3hosejfsdrnmfq 266 16 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 266 17 connected connected JJ work_zhdjd7ouobhd3hosejfsdrnmfq 266 18 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 266 19 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 266 20 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 266 21 1,327.816 1,327.816 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 22 251,986 251,986 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 23 372,445 372,445 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 24 551,918 551,918 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 25 Proportion Proportion NNP work_zhdjd7ouobhd3hosejfsdrnmfq 266 26 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 266 27 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 266 28 + + SYM work_zhdjd7ouobhd3hosejfsdrnmfq 266 29 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 266 30 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 266 31 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 266 32 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 266 33 0.74 0.74 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 34 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 266 35 1.06 1.06 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 36 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 266 37 0.24 0.24 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 38 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 266 39 0.29 0.29 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 40 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 266 41 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 266 42 arXiv.org arXiv.org NNP work_zhdjd7ouobhd3hosejfsdrnmfq 266 43 e e NNP work_zhdjd7ouobhd3hosejfsdrnmfq 266 44 - - : work_zhdjd7ouobhd3hosejfsdrnmfq 266 45 Print print NN work_zhdjd7ouobhd3hosejfsdrnmfq 266 46 archive archive NN work_zhdjd7ouobhd3hosejfsdrnmfq 266 47 – – : work_zhdjd7ouobhd3hosejfsdrnmfq 266 48 Cornell Cornell NNP work_zhdjd7ouobhd3hosejfsdrnmfq 266 49 University University NNP work_zhdjd7ouobhd3hosejfsdrnmfq 266 50 Library Library NNP work_zhdjd7ouobhd3hosejfsdrnmfq 266 51 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 267 1 6656 6656 CD work_zhdjd7ouobhd3hosejfsdrnmfq 267 2 P.R.S. P.R.S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 268 1 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 268 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 268 3 R.B.C. R.B.C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 269 1 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 269 2 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 269 3 Expert Expert NNP work_zhdjd7ouobhd3hosejfsdrnmfq 269 4 Systems Systems NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 269 5 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 269 6 Applications Applications NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 269 7 40 40 CD work_zhdjd7ouobhd3hosejfsdrnmfq 269 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 269 9 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 269 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 269 11 6652–6660 6652–6660 CD work_zhdjd7ouobhd3hosejfsdrnmfq 269 12 Author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 269 13 's 's POS work_zhdjd7ouobhd3hosejfsdrnmfq 269 14 personal personal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 269 15 copy copy NN work_zhdjd7ouobhd3hosejfsdrnmfq 269 16 AAðu AAðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 269 17 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 269 18 vÞ¼ vÞ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 269 19 X x NN work_zhdjd7ouobhd3hosejfsdrnmfq 269 20 z2CðuÞ\CðvÞ z2cðuþ\cðvþ NN work_zhdjd7ouobhd3hosejfsdrnmfq 269 21 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 269 22 logðjjCðzÞjjÞ logðjjcðzþjjþ NN work_zhdjd7ouobhd3hosejfsdrnmfq 269 23 ð13Þ ð13Þ : work_zhdjd7ouobhd3hosejfsdrnmfq 269 24 Finally finally RB work_zhdjd7ouobhd3hosejfsdrnmfq 269 25 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 269 26 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 269 27 JC JC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 269 28 assumes assume VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 269 29 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 269 30 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 269 31 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 269 32 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 269 33 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 269 34 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 269 35 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 269 36 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 269 37 share share VBP work_zhdjd7ouobhd3hosejfsdrnmfq 269 38 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 269 39 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 269 40 proportion proportion NN work_zhdjd7ouobhd3hosejfsdrnmfq 269 41 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 269 42 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 269 43 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 269 44 relative relative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 269 45 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 269 46 to- to- NN work_zhdjd7ouobhd3hosejfsdrnmfq 269 47 tal tal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 269 48 number number NN work_zhdjd7ouobhd3hosejfsdrnmfq 269 49 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 269 50 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 269 51 they -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 269 52 have have VBP work_zhdjd7ouobhd3hosejfsdrnmfq 269 53 Salton Salton NNP work_zhdjd7ouobhd3hosejfsdrnmfq 269 54 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 269 55 McGill McGill NNP work_zhdjd7ouobhd3hosejfsdrnmfq 269 56 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 269 57 1986 1986 CD work_zhdjd7ouobhd3hosejfsdrnmfq 269 58 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 269 59 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 270 1 JCðu JCðu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 270 2 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 270 3 vÞ¼ vþ¼ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 270 4 jjCðuÞ\ jjcðuþ\ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 270 5 CðvÞjj cðvþjj NN work_zhdjd7ouobhd3hosejfsdrnmfq 270 6 jjCðuÞ jjcðuþ ADD work_zhdjd7ouobhd3hosejfsdrnmfq 270 7 [ [ -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 270 8 CðvÞjj cðvþjj NN work_zhdjd7ouobhd3hosejfsdrnmfq 270 9 ð14Þ ð14Þ VBD work_zhdjd7ouobhd3hosejfsdrnmfq 270 10 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 270 11 above above JJ work_zhdjd7ouobhd3hosejfsdrnmfq 270 12 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 270 13 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 270 14 statically statically RB work_zhdjd7ouobhd3hosejfsdrnmfq 270 15 applied apply VBN work_zhdjd7ouobhd3hosejfsdrnmfq 270 16 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 270 17 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 270 18 whole whole JJ work_zhdjd7ouobhd3hosejfsdrnmfq 270 19 graph graph NN work_zhdjd7ouobhd3hosejfsdrnmfq 270 20 G g NN work_zhdjd7ouobhd3hosejfsdrnmfq 270 21 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 270 22 i.e. i.e. FW work_zhdjd7ouobhd3hosejfsdrnmfq 270 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 270 24 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 270 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 270 26 current current JJ work_zhdjd7ouobhd3hosejfsdrnmfq 270 27 state state NN work_zhdjd7ouobhd3hosejfsdrnmfq 270 28 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 270 29 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 270 30 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 270 31 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 270 32 without without IN work_zhdjd7ouobhd3hosejfsdrnmfq 270 33 considering consider VBG work_zhdjd7ouobhd3hosejfsdrnmfq 270 34 tem- tem- DT work_zhdjd7ouobhd3hosejfsdrnmfq 270 35 poral poral JJ work_zhdjd7ouobhd3hosejfsdrnmfq 270 36 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 270 37 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 271 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 271 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 271 3 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 271 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 271 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 271 6 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 271 7 performed perform VBD work_zhdjd7ouobhd3hosejfsdrnmfq 271 8 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 271 9 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 271 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 271 11 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 271 12 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 271 13 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 271 14 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 271 15 link link JJ work_zhdjd7ouobhd3hosejfsdrnmfq 271 16 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 271 17 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 271 18 Potgieter Potgieter NNP work_zhdjd7ouobhd3hosejfsdrnmfq 271 19 et et NNP work_zhdjd7ouobhd3hosejfsdrnmfq 271 20 al al NNP work_zhdjd7ouobhd3hosejfsdrnmfq 271 21 . . NNP work_zhdjd7ouobhd3hosejfsdrnmfq 271 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 271 23 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 271 24 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 271 25 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 271 26 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 271 27 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 271 28 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 271 29 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 271 30 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 271 31 described describe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 271 32 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 271 33 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 271 34 2 2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 271 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 272 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 272 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 272 3 cur- cur- NN work_zhdjd7ouobhd3hosejfsdrnmfq 272 4 rent rent NN work_zhdjd7ouobhd3hosejfsdrnmfq 272 5 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 272 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 272 7 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 272 8 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 272 9 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 272 10 considers consider VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 272 11 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 272 12 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 272 13 dur- dur- VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 272 14 ing e VBG work_zhdjd7ouobhd3hosejfsdrnmfq 272 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 272 16 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 272 17 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 272 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 273 1 Initially initially RB work_zhdjd7ouobhd3hosejfsdrnmfq 273 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 273 3 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 273 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 273 5 split split VBN work_zhdjd7ouobhd3hosejfsdrnmfq 273 6 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 273 7 frames frame NNS work_zhdjd7ouobhd3hosejfsdrnmfq 273 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 273 9 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 273 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 273 11 same same JJ work_zhdjd7ouobhd3hosejfsdrnmfq 273 12 procedure procedure NN work_zhdjd7ouobhd3hosejfsdrnmfq 273 13 described describe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 273 14 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 273 15 Section Section NNP work_zhdjd7ouobhd3hosejfsdrnmfq 273 16 3.1 3.1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 273 17 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 274 1 Given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 274 2 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 274 3 chosen choose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 274 4 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 274 5 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 274 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 274 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 274 8 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 274 9 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 274 10 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 274 11 built build VBN work_zhdjd7ouobhd3hosejfsdrnmfq 274 12 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 274 13 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 274 14 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 274 15 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 274 16 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 274 17 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 274 18 applying apply VBG work_zhdjd7ouobhd3hosejfsdrnmfq 274 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 274 20 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 274 21 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 274 22 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 274 23 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 274 24 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 274 25 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 275 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 275 2 forecasting forecasting NN work_zhdjd7ouobhd3hosejfsdrnmfq 275 3 model model NN work_zhdjd7ouobhd3hosejfsdrnmfq 275 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 275 5 then then RB work_zhdjd7ouobhd3hosejfsdrnmfq 275 6 used use VBN work_zhdjd7ouobhd3hosejfsdrnmfq 275 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 275 8 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 275 9 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 275 10 predict predict VB work_zhdjd7ouobhd3hosejfsdrnmfq 275 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 275 12 next next JJ work_zhdjd7ouobhd3hosejfsdrnmfq 275 13 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 275 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 275 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 275 16 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 275 17 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 276 1 Such such JJ work_zhdjd7ouobhd3hosejfsdrnmfq 276 2 forecast forecast NN work_zhdjd7ouobhd3hosejfsdrnmfq 276 3 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 276 4 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 276 5 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 276 6 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 276 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 276 8 final final JJ work_zhdjd7ouobhd3hosejfsdrnmfq 276 9 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 276 10 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 276 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 276 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 276 13 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 276 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 276 15 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 276 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 277 1 Compared compare VBN work_zhdjd7ouobhd3hosejfsdrnmfq 277 2 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 277 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 277 4 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 277 5 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 277 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 277 7 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 277 8 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 277 9 point point VB work_zhdjd7ouobhd3hosejfsdrnmfq 277 10 out out RP work_zhdjd7ouobhd3hosejfsdrnmfq 277 11 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 277 12 diffi- diffi- NN work_zhdjd7ouobhd3hosejfsdrnmfq 277 13 culty culty NN work_zhdjd7ouobhd3hosejfsdrnmfq 277 14 related related JJ work_zhdjd7ouobhd3hosejfsdrnmfq 277 15 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 277 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 277 17 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 277 18 series series NNP work_zhdjd7ouobhd3hosejfsdrnmfq 277 19 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 277 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 277 21 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 277 22 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 277 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 277 24 choice choice NN work_zhdjd7ouobhd3hosejfsdrnmfq 277 25 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 277 26 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 277 27 good good JJ work_zhdjd7ouobhd3hosejfsdrnmfq 277 28 forecasting forecasting NN work_zhdjd7ouobhd3hosejfsdrnmfq 277 29 model model NN work_zhdjd7ouobhd3hosejfsdrnmfq 277 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 278 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 278 2 fact fact NN work_zhdjd7ouobhd3hosejfsdrnmfq 278 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 278 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 278 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 278 6 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 278 7 performed perform VBN work_zhdjd7ouobhd3hosejfsdrnmfq 278 8 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 278 9 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 278 10 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 278 11 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 278 12 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 278 13 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 278 14 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 278 15 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 278 16 co co NN work_zhdjd7ouobhd3hosejfsdrnmfq 278 17 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 278 18 authorship authorship JJ work_zhdjd7ouobhd3hosejfsdrnmfq 278 19 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 278 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 278 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 278 22 choice choice NN work_zhdjd7ouobhd3hosejfsdrnmfq 278 23 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 278 24 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 278 25 forecasting forecasting NN work_zhdjd7ouobhd3hosejfsdrnmfq 278 26 model model NN work_zhdjd7ouobhd3hosejfsdrnmfq 278 27 strongly strongly RB work_zhdjd7ouobhd3hosejfsdrnmfq 278 28 affected affect VBD work_zhdjd7ouobhd3hosejfsdrnmfq 278 29 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 278 30 link link JJ work_zhdjd7ouobhd3hosejfsdrnmfq 278 31 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 278 32 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 278 33 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 279 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 279 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 279 3 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 279 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 279 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 279 6 performed perform VBD work_zhdjd7ouobhd3hosejfsdrnmfq 279 7 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 279 8 adopting adopt VBG work_zhdjd7ouobhd3hosejfsdrnmfq 279 9 AA AA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 279 10 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 279 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 279 12 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 279 13 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 279 14 build build VB work_zhdjd7ouobhd3hosejfsdrnmfq 279 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 279 16 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 279 17 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 279 18 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 279 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 279 20 linear linear JJ work_zhdjd7ouobhd3hosejfsdrnmfq 279 21 regression regression NN work_zhdjd7ouobhd3hosejfsdrnmfq 279 22 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 279 23 LR LR NNP work_zhdjd7ouobhd3hosejfsdrnmfq 279 24 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 279 25 model model NN work_zhdjd7ouobhd3hosejfsdrnmfq 279 26 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 279 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 279 28 forecasting forecasting NN work_zhdjd7ouobhd3hosejfsdrnmfq 279 29 model model NN work_zhdjd7ouobhd3hosejfsdrnmfq 279 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 280 1 That that DT work_zhdjd7ouobhd3hosejfsdrnmfq 280 2 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 280 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 280 4 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 280 5 combination combination NN work_zhdjd7ouobhd3hosejfsdrnmfq 280 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 280 7 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 280 8 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 280 9 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 280 10 forecasting forecasting NN work_zhdjd7ouobhd3hosejfsdrnmfq 280 11 model model NN work_zhdjd7ouobhd3hosejfsdrnmfq 280 12 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 280 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 280 14 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 280 15 presented present VBN work_zhdjd7ouobhd3hosejfsdrnmfq 280 16 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 280 17 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 280 18 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 280 19 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 280 20 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 280 21 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 280 22 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 280 23 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 281 1 Finally finally RB work_zhdjd7ouobhd3hosejfsdrnmfq 281 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 281 3 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 281 4 highlight highlight VBP work_zhdjd7ouobhd3hosejfsdrnmfq 281 5 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 281 6 similarly similarly RB work_zhdjd7ouobhd3hosejfsdrnmfq 281 7 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 281 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 281 9 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 281 10 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 281 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 281 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 281 13 baseline baseline JJ work_zhdjd7ouobhd3hosejfsdrnmfq 281 14 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 281 15 described describe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 281 16 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 281 17 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 281 18 section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 281 19 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 281 20 both both CC work_zhdjd7ouobhd3hosejfsdrnmfq 281 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 281 22 static static JJ work_zhdjd7ouobhd3hosejfsdrnmfq 281 23 ones one NNS work_zhdjd7ouobhd3hosejfsdrnmfq 281 24 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 281 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 281 26 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 281 27 series series NNP work_zhdjd7ouobhd3hosejfsdrnmfq 281 28 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 281 29 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 281 30 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 281 31 applied apply VBN work_zhdjd7ouobhd3hosejfsdrnmfq 281 32 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 281 33 unsupervised unsupervised JJ work_zhdjd7ouobhd3hosejfsdrnmfq 281 34 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 281 35 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 281 36 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 282 1 4.3 4.3 LS work_zhdjd7ouobhd3hosejfsdrnmfq 282 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 283 1 First first JJ work_zhdjd7ouobhd3hosejfsdrnmfq 283 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 283 3 round round JJ work_zhdjd7ouobhd3hosejfsdrnmfq 283 4 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 283 5 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 283 6 described describe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 283 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 283 8 Section Section NNP work_zhdjd7ouobhd3hosejfsdrnmfq 283 9 3.3 3.3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 283 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 283 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 283 12 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 283 13 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 283 14 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 283 15 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 283 16 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 283 17 poten- poten- NN work_zhdjd7ouobhd3hosejfsdrnmfq 283 18 tially tially RB work_zhdjd7ouobhd3hosejfsdrnmfq 283 19 affected affect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 283 20 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 283 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 283 22 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 283 23 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 283 24 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 283 25 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 283 26 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 283 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 283 28 three three CD work_zhdjd7ouobhd3hosejfsdrnmfq 283 29 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 283 30 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 283 31 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 283 32 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 283 33 innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 283 34 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 283 35 regressive regressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 283 36 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 284 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 284 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 284 3 first first JJ work_zhdjd7ouobhd3hosejfsdrnmfq 284 4 round round NN work_zhdjd7ouobhd3hosejfsdrnmfq 284 5 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 284 6 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 284 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 284 8 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 284 9 aimed aim VBD work_zhdjd7ouobhd3hosejfsdrnmfq 284 10 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 284 11 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 284 12 1 1 LS work_zhdjd7ouobhd3hosejfsdrnmfq 284 13 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 284 14 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 284 15 evaluate evaluate VB work_zhdjd7ouobhd3hosejfsdrnmfq 284 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 284 17 effect effect NN work_zhdjd7ouobhd3hosejfsdrnmfq 284 18 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 284 19 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 284 20 ’ ’ POS work_zhdjd7ouobhd3hosejfsdrnmfq 284 21 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 284 22 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 284 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 284 24 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 284 25 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 284 26 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 284 27 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 284 28 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 284 29 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 284 30 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 284 31 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 284 32 2 2 LS work_zhdjd7ouobhd3hosejfsdrnmfq 284 33 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 284 34 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 284 35 ver- ver- VB work_zhdjd7ouobhd3hosejfsdrnmfq 284 36 ify ify VB work_zhdjd7ouobhd3hosejfsdrnmfq 284 37 whether whether IN work_zhdjd7ouobhd3hosejfsdrnmfq 284 38 these these DT work_zhdjd7ouobhd3hosejfsdrnmfq 284 39 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 284 40 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 284 41 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 284 42 properly properly RB work_zhdjd7ouobhd3hosejfsdrnmfq 284 43 chosen choose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 284 44 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 284 45 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 284 46 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 284 47 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 284 48 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 285 1 We -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 285 2 deployed deploy VBD work_zhdjd7ouobhd3hosejfsdrnmfq 285 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 285 4 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 285 5 set set VBN work_zhdjd7ouobhd3hosejfsdrnmfq 285 6 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 285 7 empirically empirically RB work_zhdjd7ouobhd3hosejfsdrnmfq 285 8 evaluate evaluate VB work_zhdjd7ouobhd3hosejfsdrnmfq 285 9 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 285 10 select select VB work_zhdjd7ouobhd3hosejfsdrnmfq 285 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 285 12 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 285 13 combination combination NN work_zhdjd7ouobhd3hosejfsdrnmfq 285 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 285 15 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 285 16 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 285 17 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 285 18 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 285 19 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 285 20 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 285 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 286 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 286 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 286 3 round round NN work_zhdjd7ouobhd3hosejfsdrnmfq 286 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 286 5 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 286 6 mentioned mention VBN work_zhdjd7ouobhd3hosejfsdrnmfq 286 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 286 8 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 286 9 3.2 3.2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 286 11 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 286 12 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 286 13 fixed fix VBN work_zhdjd7ouobhd3hosejfsdrnmfq 286 14 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 286 15 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 16 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 286 17 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 286 18 other other JJ work_zhdjd7ouobhd3hosejfsdrnmfq 286 19 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 20 parameters parameter NNS work_zhdjd7ouobhd3hosejfsdrnmfq 286 21 c c NNP work_zhdjd7ouobhd3hosejfsdrnmfq 286 22 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 286 23 r r NNP work_zhdjd7ouobhd3hosejfsdrnmfq 286 24 varied vary VBD work_zhdjd7ouobhd3hosejfsdrnmfq 286 25 proportionally proportionally RB work_zhdjd7ouobhd3hosejfsdrnmfq 286 26 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 286 27 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 286 28 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 286 29 c c NNP work_zhdjd7ouobhd3hosejfsdrnmfq 286 30 ¼f0:0 ¼f0:0 NN work_zhdjd7ouobhd3hosejfsdrnmfq 286 31 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 286 32 0:25 0:25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 33 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 286 34 0:5 0:5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 35 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 286 36 1:0 1:0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 37 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 286 38 2:0 2:0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 39 g g NNP work_zhdjd7ouobhd3hosejfsdrnmfq 286 40 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 286 41 r r NNP work_zhdjd7ouobhd3hosejfsdrnmfq 286 42 ¼f ¼f CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 43 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 286 44 2:0; 2:0; CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 45 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 286 46 1:0; 1:0; CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 47 � � NN work_zhdjd7ouobhd3hosejfsdrnmfq 286 48 0:5; 0:5; CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 49 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 286 50 0:25 0:25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 286 51 g g NN work_zhdjd7ouobhd3hosejfsdrnmfq 286 52 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 287 1 We -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 287 2 consider consider VBP work_zhdjd7ouobhd3hosejfsdrnmfq 287 3 here here RB work_zhdjd7ouobhd3hosejfsdrnmfq 287 4 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 287 5 fixed fix VBN work_zhdjd7ouobhd3hosejfsdrnmfq 287 6 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 287 7 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 287 8 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 287 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 287 10 since since IN work_zhdjd7ouobhd3hosejfsdrnmfq 287 11 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 287 12 focus focus NN work_zhdjd7ouobhd3hosejfsdrnmfq 287 13 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 287 14 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 287 15 inves- inves- NNS work_zhdjd7ouobhd3hosejfsdrnmfq 287 16 tigate tigate VB work_zhdjd7ouobhd3hosejfsdrnmfq 287 17 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 287 18 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 287 19 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 287 20 ’ ’ POS work_zhdjd7ouobhd3hosejfsdrnmfq 287 21 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 287 22 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 288 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 288 2 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 288 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 288 4 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 288 5 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 288 6 set set VBN work_zhdjd7ouobhd3hosejfsdrnmfq 288 7 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 288 8 0.05 0.05 CD work_zhdjd7ouobhd3hosejfsdrnmfq 288 9 through through IN work_zhdjd7ouobhd3hosejfsdrnmfq 288 10 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 288 11 preliminary preliminary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 288 12 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 288 13 exploratory exploratory JJ work_zhdjd7ouobhd3hosejfsdrnmfq 288 14 battery battery NN work_zhdjd7ouobhd3hosejfsdrnmfq 288 15 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 288 16 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 288 17 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 289 1 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 289 2 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 289 3 shows show VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 289 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 289 5 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 289 6 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 289 7 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 289 8 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 289 9 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 289 10 combination combination NN work_zhdjd7ouobhd3hosejfsdrnmfq 289 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 289 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 289 13 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 289 14 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 289 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 289 16 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 289 17 set set VBN work_zhdjd7ouobhd3hosejfsdrnmfq 289 18 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 289 19 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 289 20 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 289 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 290 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 290 2 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 290 3 four four CD work_zhdjd7ouobhd3hosejfsdrnmfq 290 4 ob- ob- WDT work_zhdjd7ouobhd3hosejfsdrnmfq 290 5 served serve VBD work_zhdjd7ouobhd3hosejfsdrnmfq 290 6 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 290 7 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 290 8 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 290 9 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 290 10 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 290 11 presented present VBN work_zhdjd7ouobhd3hosejfsdrnmfq 290 12 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 290 13 bold bold JJ work_zhdjd7ouobhd3hosejfsdrnmfq 290 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 291 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 291 2 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 291 3 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 291 4 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 291 5 seen see VBN work_zhdjd7ouobhd3hosejfsdrnmfq 291 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 291 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 291 8 most most RBS work_zhdjd7ouobhd3hosejfsdrnmfq 291 9 effective effective JJ work_zhdjd7ouobhd3hosejfsdrnmfq 291 10 combinations combination NNS work_zhdjd7ouobhd3hosejfsdrnmfq 291 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 291 12 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 291 13 did do VBD work_zhdjd7ouobhd3hosejfsdrnmfq 291 14 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 291 15 vary vary VB work_zhdjd7ouobhd3hosejfsdrnmfq 291 16 so so RB work_zhdjd7ouobhd3hosejfsdrnmfq 291 17 much much RB work_zhdjd7ouobhd3hosejfsdrnmfq 291 18 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 291 19 one one CD work_zhdjd7ouobhd3hosejfsdrnmfq 291 20 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 291 21 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 291 22 another another DT work_zhdjd7ouobhd3hosejfsdrnmfq 291 23 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 292 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 292 2 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 292 3 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 292 4 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 292 5 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 292 6 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 292 7 parameters parameter NNS work_zhdjd7ouobhd3hosejfsdrnmfq 292 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 292 9 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 292 10 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 292 11 r r LS work_zhdjd7ouobhd3hosejfsdrnmfq 292 12 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 292 13 around around IN work_zhdjd7ouobhd3hosejfsdrnmfq 292 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 292 15 same same JJ work_zhdjd7ouobhd3hosejfsdrnmfq 292 16 region region NN work_zhdjd7ouobhd3hosejfsdrnmfq 292 17 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 292 18 lower low JJR work_zhdjd7ouobhd3hosejfsdrnmfq 292 19 central central JJ work_zhdjd7ouobhd3hosejfsdrnmfq 292 20 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 292 21 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 292 22 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 292 23 tables table NNS work_zhdjd7ouobhd3hosejfsdrnmfq 292 24 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 292 25 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 292 26 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 292 27 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 293 1 Besides besides RB work_zhdjd7ouobhd3hosejfsdrnmfq 293 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 293 3 these these DT work_zhdjd7ouobhd3hosejfsdrnmfq 293 4 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 293 5 indicate indicate VBP work_zhdjd7ouobhd3hosejfsdrnmfq 293 6 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 293 7 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 293 8 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 293 9 regressive regressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 293 10 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 293 11 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 293 12 balance balance VB work_zhdjd7ouobhd3hosejfsdrnmfq 293 13 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 293 14 other other JJ work_zhdjd7ouobhd3hosejfsdrnmfq 293 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 294 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 294 2 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 294 3 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 294 4 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 294 5 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 294 6 achieved achieve VBN work_zhdjd7ouobhd3hosejfsdrnmfq 294 7 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 294 8 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 294 9 6 6 CD work_zhdjd7ouobhd3hosejfsdrnmfq 294 10 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 294 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 294 12 although although IN work_zhdjd7ouobhd3hosejfsdrnmfq 294 13 some some DT work_zhdjd7ouobhd3hosejfsdrnmfq 294 14 good good JJ work_zhdjd7ouobhd3hosejfsdrnmfq 294 15 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 294 16 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 294 17 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 294 18 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 294 19 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 294 20 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 294 21 consid- consid- VBP work_zhdjd7ouobhd3hosejfsdrnmfq 294 22 ered ere VBD work_zhdjd7ouobhd3hosejfsdrnmfq 294 23 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 294 24 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 294 25 weight weight NN work_zhdjd7ouobhd3hosejfsdrnmfq 294 26 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 294 27 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 294 28 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 294 29 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 294 30 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 294 31 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 294 32 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 294 33 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 295 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 295 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 295 3 exper- exper- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 295 4 iments iment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 295 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 295 6 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 295 7 regressive regressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 295 8 reward reward NN work_zhdjd7ouobhd3hosejfsdrnmfq 295 9 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 295 10 roughly roughly RB work_zhdjd7ouobhd3hosejfsdrnmfq 295 11 weighted weight VBN work_zhdjd7ouobhd3hosejfsdrnmfq 295 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 295 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 295 14 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 295 15 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 295 16 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 295 17 method method NN work_zhdjd7ouobhd3hosejfsdrnmfq 295 18 did do VBD work_zhdjd7ouobhd3hosejfsdrnmfq 295 19 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 295 20 perform perform VB work_zhdjd7ouobhd3hosejfsdrnmfq 295 21 well well RB work_zhdjd7ouobhd3hosejfsdrnmfq 295 22 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 295 23 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 295 24 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 295 25 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 295 26 noticed notice VBN work_zhdjd7ouobhd3hosejfsdrnmfq 295 27 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 295 28 analyzing analyze VBG work_zhdjd7ouobhd3hosejfsdrnmfq 295 29 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 295 30 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 295 31 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 295 32 r r NNP work_zhdjd7ouobhd3hosejfsdrnmfq 295 33 ¼ ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 295 34 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 295 35 2:0 2:0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 295 36 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 295 37 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 295 38 1:0 1:0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 295 39 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 295 40 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 296 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 296 2 one one PRP work_zhdjd7ouobhd3hosejfsdrnmfq 296 3 could could MD work_zhdjd7ouobhd3hosejfsdrnmfq 296 4 expect expect VB work_zhdjd7ouobhd3hosejfsdrnmfq 296 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 296 6 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 296 7 shows show VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 296 8 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 296 9 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 296 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 296 11 aim aim NN work_zhdjd7ouobhd3hosejfsdrnmfq 296 12 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 296 13 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 296 14 predict predict VB work_zhdjd7ouobhd3hosejfsdrnmfq 296 15 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 296 16 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 296 17 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 296 18 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 296 19 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 296 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 296 21 then then RB work_zhdjd7ouobhd3hosejfsdrnmfq 296 22 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 296 23 history history NN work_zhdjd7ouobhd3hosejfsdrnmfq 296 24 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 296 25 innovative innovative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 296 26 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 296 27 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 296 28 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 296 29 assumes assume VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 296 30 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 296 31 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 296 32 de- de- NN work_zhdjd7ouobhd3hosejfsdrnmfq 296 33 gree gree NN work_zhdjd7ouobhd3hosejfsdrnmfq 296 34 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 296 35 importance importance NN work_zhdjd7ouobhd3hosejfsdrnmfq 296 36 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 296 37 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 296 38 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 296 39 process process NN work_zhdjd7ouobhd3hosejfsdrnmfq 296 40 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 297 1 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 297 2 4 4 CD work_zhdjd7ouobhd3hosejfsdrnmfq 297 3 shows show VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 297 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 297 5 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 297 6 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 297 7 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 297 8 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 297 9 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 297 10 combination combination NN work_zhdjd7ouobhd3hosejfsdrnmfq 297 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 297 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 297 13 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 297 14 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 297 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 297 16 test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 297 17 set set VBN work_zhdjd7ouobhd3hosejfsdrnmfq 297 18 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 297 19 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 297 20 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 297 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 298 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 298 2 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 298 3 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 298 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 298 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 298 6 test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 298 7 sets set NNS work_zhdjd7ouobhd3hosejfsdrnmfq 298 8 did do VBD work_zhdjd7ouobhd3hosejfsdrnmfq 298 9 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 298 10 varied vary VBN work_zhdjd7ouobhd3hosejfsdrnmfq 298 11 substantially substantially RB work_zhdjd7ouobhd3hosejfsdrnmfq 298 12 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 298 13 those those DT work_zhdjd7ouobhd3hosejfsdrnmfq 298 14 ones one NNS work_zhdjd7ouobhd3hosejfsdrnmfq 298 15 ob- ob- WDT work_zhdjd7ouobhd3hosejfsdrnmfq 298 16 served serve VBD work_zhdjd7ouobhd3hosejfsdrnmfq 298 17 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 298 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 298 19 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 298 20 set set VBN work_zhdjd7ouobhd3hosejfsdrnmfq 298 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 299 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 299 2 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 299 3 configurations configuration NNS work_zhdjd7ouobhd3hosejfsdrnmfq 299 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 299 5 parameters parameter NNS work_zhdjd7ouobhd3hosejfsdrnmfq 299 6 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 299 7 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 299 8 similar similar JJ work_zhdjd7ouobhd3hosejfsdrnmfq 299 9 considering consider VBG work_zhdjd7ouobhd3hosejfsdrnmfq 299 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 299 11 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 299 12 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 299 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 299 14 test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 299 15 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 299 16 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 299 17 see see VB work_zhdjd7ouobhd3hosejfsdrnmfq 299 18 Table Table NNP work_zhdjd7ouobhd3hosejfsdrnmfq 299 19 5 5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 299 20 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 299 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 300 1 This this DT work_zhdjd7ouobhd3hosejfsdrnmfq 300 2 supports support VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 300 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 300 4 conclusions conclusion NNS work_zhdjd7ouobhd3hosejfsdrnmfq 300 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 300 6 made make VBD work_zhdjd7ouobhd3hosejfsdrnmfq 300 7 regarding regard VBG work_zhdjd7ouobhd3hosejfsdrnmfq 300 8 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 300 9 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 300 10 indicates indicate VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 300 11 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 300 12 they -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 300 13 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 300 14 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 300 15 determined determine VBN work_zhdjd7ouobhd3hosejfsdrnmfq 300 16 empirically empirically RB work_zhdjd7ouobhd3hosejfsdrnmfq 300 17 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 300 18 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 300 19 val- val- NN work_zhdjd7ouobhd3hosejfsdrnmfq 300 20 idation idation NN work_zhdjd7ouobhd3hosejfsdrnmfq 300 21 set set VBN work_zhdjd7ouobhd3hosejfsdrnmfq 300 22 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 301 1 4.4 4.4 CD work_zhdjd7ouobhd3hosejfsdrnmfq 301 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 302 1 Second second JJ work_zhdjd7ouobhd3hosejfsdrnmfq 302 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 302 3 round round JJ work_zhdjd7ouobhd3hosejfsdrnmfq 302 4 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 302 5 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 302 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 302 7 second second JJ work_zhdjd7ouobhd3hosejfsdrnmfq 302 8 round round NN work_zhdjd7ouobhd3hosejfsdrnmfq 302 9 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 302 10 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 302 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 302 12 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 302 13 aim aim NN work_zhdjd7ouobhd3hosejfsdrnmfq 302 14 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 302 15 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 302 16 investigate investigate VB work_zhdjd7ouobhd3hosejfsdrnmfq 302 17 how how WRB work_zhdjd7ouobhd3hosejfsdrnmfq 302 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 302 19 amortization amortization NN work_zhdjd7ouobhd3hosejfsdrnmfq 302 20 factor factor NN work_zhdjd7ouobhd3hosejfsdrnmfq 302 21 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 302 22 affects affect VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 302 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 302 24 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 302 25 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 302 26 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 302 27 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 302 28 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 302 29 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 302 30 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 302 31 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 303 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 303 2 explained explain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 303 3 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 303 4 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 303 5 3.3 3.3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 303 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 303 7 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 303 8 parameter parameter NN work_zhdjd7ouobhd3hosejfsdrnmfq 303 9 indicates indicate VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 303 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 303 11 importance importance NN work_zhdjd7ouobhd3hosejfsdrnmfq 303 12 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 303 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 303 14 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 303 15 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 303 16 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 303 17 relation relation NN work_zhdjd7ouobhd3hosejfsdrnmfq 303 18 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 303 19 pri- pri- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 303 20 mary mary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 303 21 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 303 22 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 303 23 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 303 24 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 303 25 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 303 26 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 304 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 304 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 304 3 experiment experiment NN work_zhdjd7ouobhd3hosejfsdrnmfq 304 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 304 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 304 6 eval- eval- VBP work_zhdjd7ouobhd3hosejfsdrnmfq 304 7 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 304 8 3 3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 304 9 AUCs auc NNS work_zhdjd7ouobhd3hosejfsdrnmfq 304 10 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 304 11 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 304 12 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 304 13 combinations combination NNS work_zhdjd7ouobhd3hosejfsdrnmfq 304 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 304 15 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 304 16 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 304 17 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 304 18 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 304 19 sets set NNS work_zhdjd7ouobhd3hosejfsdrnmfq 304 20 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 305 1 r r LS work_zhdjd7ouobhd3hosejfsdrnmfq 305 2 = = SYM work_zhdjd7ouobhd3hosejfsdrnmfq 305 3 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 305 4 0.0 0.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 5 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 6 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 7 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 8 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 9 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 305 10 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 305 11 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 305 12 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 13 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 305 14 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 15 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 16 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 17 0.3402 0.3402 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 18 0.3552 0.3552 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 19 0.3698 0.3698 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 20 0.4074 0.4074 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 21 0.4681 0.4681 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 22 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 23 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 24 0.6301 0.6301 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 25 0.6657 0.6657 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 26 0.6773 0.6773 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 27 0.6919 0.6919 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 28 0.6972 0.6972 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 29 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 30 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 31 0.7931 0.7931 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 32 0.7998 0.7998 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 33 0.8012 0.8012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 34 0.8018 0.8018 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 35 0.7996 0.7996 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 36 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 37 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 38 0.7967 0.7967 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 39 0.8021 0.8021 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 40 0.8035 0.8035 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 41 0.8041 0.8041 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 42 0.8023 0.8023 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 43 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 305 44 b b NN work_zhdjd7ouobhd3hosejfsdrnmfq 305 45 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 305 46 cond cond NN work_zhdjd7ouobhd3hosejfsdrnmfq 305 47 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 305 48 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 305 49 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 50 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 51 0.3002 0.3002 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 52 0.3087 0.3087 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 53 0.3181 0.3181 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 54 0.3530 0.3530 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 55 0.4239 0.4239 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 56 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 57 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 58 0.5684 0.5684 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 59 0.6202 0.6202 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 60 0.6318 0.6318 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 61 0.6483 0.6483 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 62 0.6507 0.6507 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 63 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 64 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 65 0.7928 0.7928 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 66 0.8083 0.8083 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 67 0.8131 0.8131 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 68 0.8128 0.8128 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 69 0.8092 0.8092 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 70 � � ADD work_zhdjd7ouobhd3hosejfsdrnmfq 305 71 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 72 0.7964 0.7964 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 73 0.8086 0.8086 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 74 0.8109 0.8109 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 75 0.8123 0.8123 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 76 0.8105 0.8105 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 77 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 305 78 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 305 79 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 305 80 hep hep NN work_zhdjd7ouobhd3hosejfsdrnmfq 305 81 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 305 82 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 83 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 84 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 85 0.3792 0.3792 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 86 0.4553 0.4553 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 87 0.5801 0.5801 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 88 0.6849 0.6849 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 89 0.7273 0.7273 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 90 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 91 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 92 0.8002 0.8002 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 93 0.8330 0.8330 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 94 0.8294 0.8294 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 95 0.8206 0.8206 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 96 0.8102 0.8102 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 97 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 98 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 99 0.8406 0.8406 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 100 0.8476 0.8476 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 101 0.8467 0.8467 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 102 0.8424 0.8424 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 103 0.8340 0.8340 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 104 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 105 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 106 0.8309 0.8309 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 107 0.8374 0.8374 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 108 0.8389 0.8389 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 109 0.8378 0.8378 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 110 0.8331 0.8331 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 111 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 305 112 d d NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 113 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 305 114 hep hep NN work_zhdjd7ouobhd3hosejfsdrnmfq 305 115 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 305 116 th th NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 117 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 118 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 119 0.2610 0.2610 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 120 0.2843 0.2843 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 121 0.3276 0.3276 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 122 0.4264 0.4264 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 123 0.5223 0.5223 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 124 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 125 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 126 0.6668 0.6668 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 127 0.7599 0.7599 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 128 0.76554 0.76554 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 129 0.7678 0.7678 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 130 0.7584 0.7584 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 131 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 132 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 133 0.8501 0.8501 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 134 0.8579 0.8579 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 135 0.8555 0.8555 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 136 0.8502 0.8502 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 137 0.8409 0.8409 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 138 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 139 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 140 0.8433 0.8433 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 141 0.8497 0.8497 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 142 0.8491 0.8491 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 143 0.8469 0.8469 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 144 0.8411 0.8411 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 145 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 305 146 4 4 CD work_zhdjd7ouobhd3hosejfsdrnmfq 305 147 AUCs auc NNS work_zhdjd7ouobhd3hosejfsdrnmfq 305 148 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 305 149 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 305 150 several several JJ work_zhdjd7ouobhd3hosejfsdrnmfq 305 151 combinations combination NNS work_zhdjd7ouobhd3hosejfsdrnmfq 305 152 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 305 153 c c NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 154 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 305 155 r r NNP work_zhdjd7ouobhd3hosejfsdrnmfq 305 156 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 305 157 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 305 158 test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 305 159 sets set NNS work_zhdjd7ouobhd3hosejfsdrnmfq 305 160 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 306 1 r r LS work_zhdjd7ouobhd3hosejfsdrnmfq 306 2 = = SYM work_zhdjd7ouobhd3hosejfsdrnmfq 306 3 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 306 4 0.0 0.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 5 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 6 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 7 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 8 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 9 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 306 10 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 306 11 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 306 12 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 13 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 306 14 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 15 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 16 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 17 0.3462 0.3462 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 18 0.3684 0.3684 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 19 0.3916 0.3916 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 20 0.4401 0.4401 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 21 0.5116 0.5116 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 22 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 23 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 24 0.6423 0.6423 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 25 0.6781 0.6781 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 26 0.6875 0.6875 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 27 0.6979 0.6979 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 28 0.7006 0.7006 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 29 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 30 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 31 0.7844 0.7844 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 32 0.7911 0.7911 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 33 0.7922 0.7922 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 34 0.7916 0.7916 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 35 0.7879 0.7879 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 36 � � HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 306 37 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 38 0.7861 0.7861 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 39 0.7919 0.7919 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 40 0.7927 0.7927 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 41 0.7929 0.7929 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 42 0.7909 0.7909 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 43 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 306 44 b b NN work_zhdjd7ouobhd3hosejfsdrnmfq 306 45 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 306 46 cond cond NN work_zhdjd7ouobhd3hosejfsdrnmfq 306 47 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 306 48 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 306 49 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 50 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 51 0.3041 0.3041 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 52 0.3109 0.3109 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 53 0.3259 0.3259 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 54 0.3743 0.3743 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 55 0.4303 0.4303 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 56 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 57 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 58 0.5731 0.5731 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 59 0.6325 0.6325 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 60 0.6408 0.6408 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 61 0.6544 0.6544 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 62 0.6535 0.6535 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 63 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 64 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 65 0.8072 0.8072 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 66 0.8154 0.8154 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 67 0.8147 0.8147 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 68 0.8122 0.8122 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 69 0.8064 0.8064 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 70 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 71 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 72 0.8078 0.8078 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 73 0.8126 0.8126 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 74 0.8127 0.8127 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 75 0.8123 0.8123 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 76 0.8091 0.8091 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 77 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 306 78 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 306 79 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 306 80 hep hep NN work_zhdjd7ouobhd3hosejfsdrnmfq 306 81 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 306 82 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 83 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 84 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 85 0.2945 0.2945 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 86 0.3618 0.3618 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 87 0.4934 0.4934 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 88 0.6431 0.6431 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 89 0.7353 0.7353 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 90 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 91 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 92 0.7652 0.7652 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 93 0.8480 0.8480 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 94 0.8429 0.8429 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 95 0.8403 0.8403 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 96 0.8349 0.8349 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 97 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 98 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 99 0.8483 0.8483 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 100 0.8573 0.8573 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 101 0.8574 0.8574 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 102 0.8557 0.8557 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 103 0.8515 0.8515 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 104 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 105 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 106 0.8393 0.8393 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 107 0.8478 0.8478 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 108 0.8506 0.8506 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 109 0.8527 0.8527 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 110 0.8508 0.8508 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 111 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 306 112 d d NN work_zhdjd7ouobhd3hosejfsdrnmfq 306 113 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 306 114 hep hep NN work_zhdjd7ouobhd3hosejfsdrnmfq 306 115 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 306 116 th th NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 117 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 118 2.0 2.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 119 0.2258 0.2258 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 120 0.2376 0.2376 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 121 0.2706 0.2706 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 122 0.3583 0.3583 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 123 0.4634 0.4634 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 124 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 125 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 126 0.6624 0.6624 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 127 0.7303 0.7303 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 128 0.7331 0.7331 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 129 0.7303 0.7303 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 130 0.7220 0.7220 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 131 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 132 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 133 0.8605 0.8605 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 134 0.8625 0.8625 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 135 0.8587 0.8587 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 136 0.8529 0.8529 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 137 0.8441 0.8441 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 138 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 306 139 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 140 0.8555 0.8555 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 141 0.8558 0.8558 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 142 0.8541 0.8541 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 143 0.8518 0.8518 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 144 0.8466 0.8466 CD work_zhdjd7ouobhd3hosejfsdrnmfq 306 145 P.R.S. P.R.S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 307 1 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 307 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 307 3 R.B.C. R.B.C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 308 1 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 308 2 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 308 3 Expert Expert NNP work_zhdjd7ouobhd3hosejfsdrnmfq 308 4 Systems Systems NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 308 5 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 308 6 Applications Applications NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 308 7 40 40 CD work_zhdjd7ouobhd3hosejfsdrnmfq 308 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 308 9 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 308 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 308 11 6652–6660 6652–6660 CD work_zhdjd7ouobhd3hosejfsdrnmfq 308 12 6657 6657 CD work_zhdjd7ouobhd3hosejfsdrnmfq 308 13 Author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 308 14 's 's POS work_zhdjd7ouobhd3hosejfsdrnmfq 308 15 personal personal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 308 16 copy copy NN work_zhdjd7ouobhd3hosejfsdrnmfq 308 17 uated uate VBD work_zhdjd7ouobhd3hosejfsdrnmfq 308 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 308 19 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 308 20 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 308 21 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 308 22 adopting adopt VBG work_zhdjd7ouobhd3hosejfsdrnmfq 308 23 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 308 24 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 308 25 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 308 26 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 308 27 ranging ranging NN work_zhdjd7ouobhd3hosejfsdrnmfq 308 28 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 308 29 0 0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 308 30 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 308 31 1:5 1:5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 308 32 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 308 33 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 308 34 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 308 35 increment increment NN work_zhdjd7ouobhd3hosejfsdrnmfq 308 36 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 308 37 0:05 0:05 CD work_zhdjd7ouobhd3hosejfsdrnmfq 308 38 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 309 1 We -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 309 2 highlight highlight VBP work_zhdjd7ouobhd3hosejfsdrnmfq 309 3 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 309 4 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 309 5 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 309 6 ¼ ¼ JJ work_zhdjd7ouobhd3hosejfsdrnmfq 309 7 0 0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 309 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 309 9 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 309 10 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 309 11 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 309 12 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 309 13 fact fact NN work_zhdjd7ouobhd3hosejfsdrnmfq 309 14 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 309 15 taken take VBN work_zhdjd7ouobhd3hosejfsdrnmfq 309 16 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 309 17 account account NN work_zhdjd7ouobhd3hosejfsdrnmfq 309 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 310 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 310 2 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 310 3 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 310 4 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 310 5 such such JJ work_zhdjd7ouobhd3hosejfsdrnmfq 310 6 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 310 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 310 8 ¼ ¼ JJ work_zhdjd7ouobhd3hosejfsdrnmfq 310 9 1:5 1:5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 310 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 310 11 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 310 12 turn turn NN work_zhdjd7ouobhd3hosejfsdrnmfq 310 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 310 14 possibly possibly RB work_zhdjd7ouobhd3hosejfsdrnmfq 310 15 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 310 16 excessive excessive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 310 17 importance importance NN work_zhdjd7ouobhd3hosejfsdrnmfq 310 18 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 310 19 given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 310 20 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 310 21 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 310 22 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 310 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 310 24 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 310 25 may may MD work_zhdjd7ouobhd3hosejfsdrnmfq 310 26 harm harm VB work_zhdjd7ouobhd3hosejfsdrnmfq 310 27 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 310 28 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 310 29 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 310 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 311 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 311 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 311 3 section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 311 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 311 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 311 6 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 311 7 c c NNP work_zhdjd7ouobhd3hosejfsdrnmfq 311 8 ; ; : work_zhdjd7ouobhd3hosejfsdrnmfq 311 9 r r NNP work_zhdjd7ouobhd3hosejfsdrnmfq 311 10 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 311 11 i i PRP work_zhdjd7ouobhd3hosejfsdrnmfq 311 12 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 311 13 fixed fix VBN work_zhdjd7ouobhd3hosejfsdrnmfq 311 14 according accord VBG work_zhdjd7ouobhd3hosejfsdrnmfq 311 15 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 311 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 311 17 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 311 18 configuration configuration NN work_zhdjd7ouobhd3hosejfsdrnmfq 311 19 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 311 20 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 311 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 311 22 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 311 23 set set VBN work_zhdjd7ouobhd3hosejfsdrnmfq 311 24 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 311 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 311 26 previous previous JJ work_zhdjd7ouobhd3hosejfsdrnmfq 311 27 round round NN work_zhdjd7ouobhd3hosejfsdrnmfq 311 28 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 311 29 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 311 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 312 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 312 2 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 312 3 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 312 4 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 312 5 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 312 6 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 312 7 varies varie NNS work_zhdjd7ouobhd3hosejfsdrnmfq 312 8 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 312 9 illustrated illustrate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 312 10 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 312 11 Fig Fig NNP work_zhdjd7ouobhd3hosejfsdrnmfq 312 12 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 313 1 2 2 LS work_zhdjd7ouobhd3hosejfsdrnmfq 313 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 314 1 When when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 314 2 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 314 3 assumes assume VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 314 4 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 314 5 null null JJ work_zhdjd7ouobhd3hosejfsdrnmfq 314 6 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 314 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 314 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 314 9 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 314 10 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 314 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 314 12 model model NN work_zhdjd7ouobhd3hosejfsdrnmfq 314 13 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 314 14 harmed harm VBN work_zhdjd7ouobhd3hosejfsdrnmfq 314 15 because because IN work_zhdjd7ouobhd3hosejfsdrnmfq 314 16 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 314 17 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 314 18 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 314 19 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 314 20 being be VBG work_zhdjd7ouobhd3hosejfsdrnmfq 314 21 taking take VBG work_zhdjd7ouobhd3hosejfsdrnmfq 314 22 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 314 23 account account NN work_zhdjd7ouobhd3hosejfsdrnmfq 314 24 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 314 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 314 26 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 314 27 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 314 28 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 315 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 315 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 315 3 case case NN work_zhdjd7ouobhd3hosejfsdrnmfq 315 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 315 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 315 6 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 315 7 will will MD work_zhdjd7ouobhd3hosejfsdrnmfq 315 8 only only RB work_zhdjd7ouobhd3hosejfsdrnmfq 315 9 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 315 10 able able JJ work_zhdjd7ouobhd3hosejfsdrnmfq 315 11 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 315 12 predict predict VB work_zhdjd7ouobhd3hosejfsdrnmfq 315 13 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 315 14 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 315 15 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 315 16 affected affect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 315 17 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 315 18 primary primary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 315 19 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 315 20 any any DT work_zhdjd7ouobhd3hosejfsdrnmfq 315 21 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 315 22 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 315 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 315 24 past past NN work_zhdjd7ouobhd3hosejfsdrnmfq 315 25 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 315 26 that that RB work_zhdjd7ouobhd3hosejfsdrnmfq 315 27 is is RB work_zhdjd7ouobhd3hosejfsdrnmfq 315 28 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 315 29 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 315 30 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 315 31 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 315 32 connected connect VBN work_zhdjd7ouobhd3hosejfsdrnmfq 315 33 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 315 34 at at RB work_zhdjd7ouobhd3hosejfsdrnmfq 315 35 least least RBS work_zhdjd7ouobhd3hosejfsdrnmfq 315 36 one one CD work_zhdjd7ouobhd3hosejfsdrnmfq 315 37 frame frame NN work_zhdjd7ouobhd3hosejfsdrnmfq 315 38 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 315 39 N n NN work_zhdjd7ouobhd3hosejfsdrnmfq 315 40 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 316 1 This this DT work_zhdjd7ouobhd3hosejfsdrnmfq 316 2 shows show VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 316 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 316 4 effectiveness effectiveness NN work_zhdjd7ouobhd3hosejfsdrnmfq 316 5 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 316 6 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 316 7 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 316 8 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 316 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 316 10 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 316 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 316 12 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 316 13 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 316 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 317 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 317 2 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 317 3 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 317 4 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 317 5 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 317 6 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 317 7 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 317 8 adopting adopt VBG work_zhdjd7ouobhd3hosejfsdrnmfq 317 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 317 10 ¼ ¼ JJ work_zhdjd7ouobhd3hosejfsdrnmfq 317 11 0:05 0:05 CD work_zhdjd7ouobhd3hosejfsdrnmfq 317 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 317 13 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 317 14 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 317 15 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 317 16 relatively relatively RB work_zhdjd7ouobhd3hosejfsdrnmfq 317 17 small small JJ work_zhdjd7ouobhd3hosejfsdrnmfq 317 18 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 317 19 considering consider VBG work_zhdjd7ouobhd3hosejfsdrnmfq 317 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 317 21 range range NN work_zhdjd7ouobhd3hosejfsdrnmfq 317 22 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 317 23 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 317 24 evaluated evaluate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 317 25 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 317 26 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 317 27 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 317 28 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 318 1 When when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 318 2 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 318 3 approaches approach VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 318 4 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 318 5 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 318 6 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 318 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 318 8 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 318 9 method method NN work_zhdjd7ouobhd3hosejfsdrnmfq 318 10 performs perform VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 318 11 worse bad JJR work_zhdjd7ouobhd3hosejfsdrnmfq 318 12 since since IN work_zhdjd7ouobhd3hosejfsdrnmfq 318 13 surrounding surround VBG work_zhdjd7ouobhd3hosejfsdrnmfq 318 14 pairs pair NNS work_zhdjd7ouobhd3hosejfsdrnmfq 318 15 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 318 16 becoming become VBG work_zhdjd7ouobhd3hosejfsdrnmfq 318 17 as as RB work_zhdjd7ouobhd3hosejfsdrnmfq 318 18 important important JJ work_zhdjd7ouobhd3hosejfsdrnmfq 318 19 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 318 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 318 21 main main JJ work_zhdjd7ouobhd3hosejfsdrnmfq 318 22 pair pair NN work_zhdjd7ouobhd3hosejfsdrnmfq 318 23 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 318 24 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 318 25 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 318 26 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 318 27 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 319 1 Besides besides RB work_zhdjd7ouobhd3hosejfsdrnmfq 319 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 319 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 319 4 num- num- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 319 5 ber ber NN work_zhdjd7ouobhd3hosejfsdrnmfq 319 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 319 7 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 319 8 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 319 9 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 319 10 much much RB work_zhdjd7ouobhd3hosejfsdrnmfq 319 11 bigger big JJR work_zhdjd7ouobhd3hosejfsdrnmfq 319 12 than than IN work_zhdjd7ouobhd3hosejfsdrnmfq 319 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 319 14 total total JJ work_zhdjd7ouobhd3hosejfsdrnmfq 319 15 amount amount NN work_zhdjd7ouobhd3hosejfsdrnmfq 319 16 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 319 17 primary primary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 319 18 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 319 19 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 319 20 mainly mainly RB work_zhdjd7ouobhd3hosejfsdrnmfq 319 21 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 319 22 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 319 23 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 319 24 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 319 25 dense dense JJ work_zhdjd7ouobhd3hosejfsdrnmfq 319 26 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 319 27 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 320 1 Hence hence RB work_zhdjd7ouobhd3hosejfsdrnmfq 320 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 320 3 isolated isolate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 320 4 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 320 5 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 320 6 should should MD work_zhdjd7ouobhd3hosejfsdrnmfq 320 7 contribute contribute VB work_zhdjd7ouobhd3hosejfsdrnmfq 320 8 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 320 9 small small JJ work_zhdjd7ouobhd3hosejfsdrnmfq 320 10 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 320 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 320 12 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 320 13 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 320 14 aggregated aggregate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 320 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 320 16 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 320 17 outstand outstand VB work_zhdjd7ouobhd3hosejfsdrnmfq 320 18 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 320 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 320 20 predictive predictive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 320 21 process process NN work_zhdjd7ouobhd3hosejfsdrnmfq 320 22 without without IN work_zhdjd7ouobhd3hosejfsdrnmfq 320 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 320 24 how- how- RB work_zhdjd7ouobhd3hosejfsdrnmfq 320 25 ever ever RB work_zhdjd7ouobhd3hosejfsdrnmfq 320 26 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 320 27 mask mask VB work_zhdjd7ouobhd3hosejfsdrnmfq 320 28 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 320 29 effects effect NNS work_zhdjd7ouobhd3hosejfsdrnmfq 320 30 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 320 31 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 320 32 primary primary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 320 33 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 320 34 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 321 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 321 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 321 3 section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 321 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 321 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 321 6 suggest suggest VBP work_zhdjd7ouobhd3hosejfsdrnmfq 321 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 321 8 simple simple JJ work_zhdjd7ouobhd3hosejfsdrnmfq 321 9 heuristic heuristic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 321 10 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 321 11 define define VB work_zhdjd7ouobhd3hosejfsdrnmfq 321 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 321 13 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 321 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 321 15 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 321 16 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 321 17 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 321 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 321 19 ratio ratio NN work_zhdjd7ouobhd3hosejfsdrnmfq 321 20 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 321 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 321 22 total total JJ work_zhdjd7ouobhd3hosejfsdrnmfq 321 23 number number NN work_zhdjd7ouobhd3hosejfsdrnmfq 321 24 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 321 25 primary primary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 321 26 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 321 27 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 321 28 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 321 29 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 321 30 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 321 31 N n NN work_zhdjd7ouobhd3hosejfsdrnmfq 321 32 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 321 33 see see VB work_zhdjd7ouobhd3hosejfsdrnmfq 321 34 Table Table NNP work_zhdjd7ouobhd3hosejfsdrnmfq 321 35 6 6 CD work_zhdjd7ouobhd3hosejfsdrnmfq 321 36 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 321 37 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 322 1 As as IN work_zhdjd7ouobhd3hosejfsdrnmfq 322 2 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 322 3 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 322 4 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 322 5 seen see VBN work_zhdjd7ouobhd3hosejfsdrnmfq 322 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 322 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 322 8 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 322 9 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 322 10 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 322 11 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 322 12 adopting adopt VBG work_zhdjd7ouobhd3hosejfsdrnmfq 322 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 322 14 heuristic heuristic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 322 15 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 322 16 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 322 17 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 322 18 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 322 19 similar similar JJ work_zhdjd7ouobhd3hosejfsdrnmfq 322 20 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 322 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 322 22 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 322 23 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 322 24 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 322 25 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 322 26 Fig Fig NNP work_zhdjd7ouobhd3hosejfsdrnmfq 322 27 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 323 1 2 2 LS work_zhdjd7ouobhd3hosejfsdrnmfq 323 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 324 1 4.5 4.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 324 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 325 1 Last last JJ work_zhdjd7ouobhd3hosejfsdrnmfq 325 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 325 3 round round JJ work_zhdjd7ouobhd3hosejfsdrnmfq 325 4 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 325 5 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 325 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 325 7 previous previous JJ work_zhdjd7ouobhd3hosejfsdrnmfq 325 8 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 325 9 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 325 10 evaluated evaluate VBD work_zhdjd7ouobhd3hosejfsdrnmfq 325 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 325 12 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 325 13 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 325 14 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 325 15 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 325 16 focusing focus VBG work_zhdjd7ouobhd3hosejfsdrnmfq 325 17 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 325 18 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 325 19 parameters parameter NNS work_zhdjd7ouobhd3hosejfsdrnmfq 325 20 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 326 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 326 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 326 3 section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 326 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 326 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 326 6 evaluated evaluate VBD work_zhdjd7ouobhd3hosejfsdrnmfq 326 7 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 326 8 aiming aim VBG work_zhdjd7ouobhd3hosejfsdrnmfq 326 9 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 326 10 determine determine VB work_zhdjd7ouobhd3hosejfsdrnmfq 326 11 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 326 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 326 13 age age NN work_zhdjd7ouobhd3hosejfsdrnmfq 326 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 326 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 326 16 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 326 17 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 326 18 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 326 19 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 326 20 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 326 21 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 326 22 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 326 23 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 326 24 Eq Eq NNP work_zhdjd7ouobhd3hosejfsdrnmfq 326 25 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 327 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 327 2 9 9 CD work_zhdjd7ouobhd3hosejfsdrnmfq 327 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 327 4 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 327 5 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 327 6 bring bring VB work_zhdjd7ouobhd3hosejfsdrnmfq 327 7 any any DT work_zhdjd7ouobhd3hosejfsdrnmfq 327 8 gain gain NN work_zhdjd7ouobhd3hosejfsdrnmfq 327 9 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 327 10 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 327 11 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 327 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 327 13 predic- predic- NN work_zhdjd7ouobhd3hosejfsdrnmfq 327 14 tion tion NN work_zhdjd7ouobhd3hosejfsdrnmfq 327 15 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 327 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 328 1 Aditionally aditionally RB work_zhdjd7ouobhd3hosejfsdrnmfq 328 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 328 3 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 328 4 compared compare VBD work_zhdjd7ouobhd3hosejfsdrnmfq 328 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 328 6 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 328 7 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 328 8 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 328 9 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 328 10 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 328 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 328 12 baseline baseline JJ work_zhdjd7ouobhd3hosejfsdrnmfq 328 13 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 328 14 described describe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 328 15 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 328 16 Section section NN work_zhdjd7ouobhd3hosejfsdrnmfq 328 17 4.2 4.2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 328 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 329 1 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 329 2 7 7 CD work_zhdjd7ouobhd3hosejfsdrnmfq 329 3 present present NN work_zhdjd7ouobhd3hosejfsdrnmfq 329 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 329 5 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 329 6 5 5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 329 7 Best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 329 8 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 329 9 settings setting NNS work_zhdjd7ouobhd3hosejfsdrnmfq 329 10 extracted extract VBN work_zhdjd7ouobhd3hosejfsdrnmfq 329 11 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 329 12 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 329 13 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 329 14 validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 329 15 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 329 16 test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 329 17 sets set NNS work_zhdjd7ouobhd3hosejfsdrnmfq 329 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 330 1 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 330 3 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 4 cond cond NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 5 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 330 6 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 330 7 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 8 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 330 9 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 10 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 11 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 330 12 th th NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 13 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 330 14 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 330 15 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 330 16 Validation validation NN work_zhdjd7ouobhd3hosejfsdrnmfq 330 17 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 330 18 c c NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 19 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 20 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 21 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 22 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 23 i i CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 24 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 25 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 26 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 27 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 28 r r CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 29 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 30 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 31 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 32 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 33 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 34 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 35 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 36 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 37 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 330 38 b b NN work_zhdjd7ouobhd3hosejfsdrnmfq 330 39 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 330 40 Test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 330 41 set set NN work_zhdjd7ouobhd3hosejfsdrnmfq 330 42 c c NN work_zhdjd7ouobhd3hosejfsdrnmfq 330 43 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 44 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 45 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 46 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 47 i i CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 48 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 49 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 50 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 51 1.0 1.0 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 52 r r CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 53 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 54 0.25 0.25 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 55 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 56 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 57 � � NNP work_zhdjd7ouobhd3hosejfsdrnmfq 330 58 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 59 � � NN work_zhdjd7ouobhd3hosejfsdrnmfq 330 60 0.5 0.5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 330 61 Fig fig NN work_zhdjd7ouobhd3hosejfsdrnmfq 330 62 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 331 1 2 2 LS work_zhdjd7ouobhd3hosejfsdrnmfq 331 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 332 1 Plot plot NN work_zhdjd7ouobhd3hosejfsdrnmfq 332 2 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 332 3 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 332 4 versus versus IN work_zhdjd7ouobhd3hosejfsdrnmfq 332 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 332 6 amortization amortization NN work_zhdjd7ouobhd3hosejfsdrnmfq 332 7 factor factor NN work_zhdjd7ouobhd3hosejfsdrnmfq 332 8 a. a. NN work_zhdjd7ouobhd3hosejfsdrnmfq 333 1 6658 6658 CD work_zhdjd7ouobhd3hosejfsdrnmfq 333 2 P.R.S. P.R.S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 334 1 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 334 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 334 3 R.B.C. R.B.C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 335 1 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 335 2 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 335 3 Expert Expert NNP work_zhdjd7ouobhd3hosejfsdrnmfq 335 4 Systems Systems NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 335 5 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 335 6 Applications Applications NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 335 7 40 40 CD work_zhdjd7ouobhd3hosejfsdrnmfq 335 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 335 9 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 335 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 335 11 6652–6660 6652–6660 CD work_zhdjd7ouobhd3hosejfsdrnmfq 335 12 Author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 335 13 's 's POS work_zhdjd7ouobhd3hosejfsdrnmfq 335 14 personal personal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 335 15 copy copy NN work_zhdjd7ouobhd3hosejfsdrnmfq 335 16 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 335 17 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 335 18 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 335 19 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 335 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 335 21 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 335 22 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 335 23 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 335 24 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 335 25 baseline baseline NN work_zhdjd7ouobhd3hosejfsdrnmfq 335 26 meth- meth- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 335 27 ods ods NNP work_zhdjd7ouobhd3hosejfsdrnmfq 335 28 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 336 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 336 2 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 336 3 table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 336 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 336 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 336 6 refer refer VBP work_zhdjd7ouobhd3hosejfsdrnmfq 336 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 336 8 function function NN work_zhdjd7ouobhd3hosejfsdrnmfq 336 9 assigned assign VBN work_zhdjd7ouobhd3hosejfsdrnmfq 336 10 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 336 11 b b NN work_zhdjd7ouobhd3hosejfsdrnmfq 336 12 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 336 13 distinguish distinguish VB work_zhdjd7ouobhd3hosejfsdrnmfq 336 14 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 336 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 336 16 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 336 17 generated generate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 336 18 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 336 19 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 336 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 336 21 two two CD work_zhdjd7ouobhd3hosejfsdrnmfq 336 22 aforementioned aforementioned JJ work_zhdjd7ouobhd3hosejfsdrnmfq 336 23 equations equation NNS work_zhdjd7ouobhd3hosejfsdrnmfq 336 24 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 337 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 337 2 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 337 3 showed show VBD work_zhdjd7ouobhd3hosejfsdrnmfq 337 4 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 337 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 337 6 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 337 7 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 337 8 deploy deploy VBP work_zhdjd7ouobhd3hosejfsdrnmfq 337 9 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 337 10 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 337 11 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 337 12 i.e. i.e. FW work_zhdjd7ouobhd3hosejfsdrnmfq 337 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 337 14 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 337 15 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 337 16 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 337 17 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 337 18 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 337 19 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 337 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 337 21 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 337 22 series series NNP work_zhdjd7ouobhd3hosejfsdrnmfq 337 23 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 337 24 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 337 25 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 337 26 general general JJ work_zhdjd7ouobhd3hosejfsdrnmfq 337 27 outperformed outperform VBD work_zhdjd7ouobhd3hosejfsdrnmfq 337 28 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 337 29 classical classical JJ work_zhdjd7ouobhd3hosejfsdrnmfq 337 30 static static JJ work_zhdjd7ouobhd3hosejfsdrnmfq 337 31 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 337 32 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 337 33 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 337 34 PA PA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 337 35 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 337 36 CN CN NNP work_zhdjd7ouobhd3hosejfsdrnmfq 337 37 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 337 38 AA AA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 337 39 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 337 40 JC JC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 337 41 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 338 1 These these DT work_zhdjd7ouobhd3hosejfsdrnmfq 338 2 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 338 3 confirm confirm VBP work_zhdjd7ouobhd3hosejfsdrnmfq 338 4 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 338 5 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 338 6 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 338 7 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 338 8 actually actually RB work_zhdjd7ouobhd3hosejfsdrnmfq 338 9 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 338 10 important important JJ work_zhdjd7ouobhd3hosejfsdrnmfq 338 11 aspect aspect NN work_zhdjd7ouobhd3hosejfsdrnmfq 338 12 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 338 13 consider consider VB work_zhdjd7ouobhd3hosejfsdrnmfq 338 14 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 338 15 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 338 16 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 338 17 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 339 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 339 2 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 339 3 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 339 4 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 339 5 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 339 6 obtained obtain VBD work_zhdjd7ouobhd3hosejfsdrnmfq 339 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 339 8 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 339 9 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 339 10 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 339 11 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 339 12 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 339 13 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 339 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 340 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 340 2 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 340 3 gain gain NN work_zhdjd7ouobhd3hosejfsdrnmfq 340 4 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 340 5 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 340 6 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 340 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 340 8 cond cond NN work_zhdjd7ouobhd3hosejfsdrnmfq 340 9 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 340 10 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 340 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 340 12 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 340 13 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 340 14 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 340 15 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 340 16 hep hep NN work_zhdjd7ouobhd3hosejfsdrnmfq 340 17 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 340 18 th th XX work_zhdjd7ouobhd3hosejfsdrnmfq 340 19 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 340 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 340 21 but but CC work_zhdjd7ouobhd3hosejfsdrnmfq 340 22 less less RBR work_zhdjd7ouobhd3hosejfsdrnmfq 340 23 expressive expressive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 340 24 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 340 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 340 26 as- as- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 340 27 tro tro NN work_zhdjd7ouobhd3hosejfsdrnmfq 340 28 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 340 29 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 340 30 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 340 31 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 340 32 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 340 33 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 340 34 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 340 35 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 340 36 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 340 37 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 340 38 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 340 39 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 340 40 quite quite RB work_zhdjd7ouobhd3hosejfsdrnmfq 340 41 similar similar JJ work_zhdjd7ouobhd3hosejfsdrnmfq 340 42 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 340 43 AA AA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 340 44 alone alone RB work_zhdjd7ouobhd3hosejfsdrnmfq 340 45 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 341 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 341 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 341 3 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 341 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 341 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 341 6 observed observe VBD work_zhdjd7ouobhd3hosejfsdrnmfq 341 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 341 8 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 341 9 gain gain NN work_zhdjd7ouobhd3hosejfsdrnmfq 341 10 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 341 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 341 12 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 341 13 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 341 14 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 341 15 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 341 16 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 341 17 b b NNP work_zhdjd7ouobhd3hosejfsdrnmfq 341 18 ¼ ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 341 19 log log NNP work_zhdjd7ouobhd3hosejfsdrnmfq 341 20 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 341 21 compared compare VBN work_zhdjd7ouobhd3hosejfsdrnmfq 341 22 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 341 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 341 24 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 341 25 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 341 26 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 341 27 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 341 28 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 341 29 b b NNP work_zhdjd7ouobhd3hosejfsdrnmfq 341 30 ¼ ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 341 31 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 341 32 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 341 33 all all DT work_zhdjd7ouobhd3hosejfsdrnmfq 341 34 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 341 35 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 341 36 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 341 37 what what WP work_zhdjd7ouobhd3hosejfsdrnmfq 341 38 supports support VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 341 39 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 341 40 belief belief NN work_zhdjd7ouobhd3hosejfsdrnmfq 341 41 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 341 42 recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 341 43 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 341 44 carry carry VBP work_zhdjd7ouobhd3hosejfsdrnmfq 341 45 more more JJR work_zhdjd7ouobhd3hosejfsdrnmfq 341 46 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 341 47 about about IN work_zhdjd7ouobhd3hosejfsdrnmfq 341 48 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 341 49 emer- emer- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 341 50 gence gence NN work_zhdjd7ouobhd3hosejfsdrnmfq 341 51 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 341 52 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 341 53 .. .. . work_zhdjd7ouobhd3hosejfsdrnmfq 342 1 Although although IN work_zhdjd7ouobhd3hosejfsdrnmfq 342 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 342 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 342 4 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 342 5 gain gain NN work_zhdjd7ouobhd3hosejfsdrnmfq 342 6 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 342 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 342 8 general general JJ work_zhdjd7ouobhd3hosejfsdrnmfq 342 9 small small NN work_zhdjd7ouobhd3hosejfsdrnmfq 342 10 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 342 11 absolute absolute JJ work_zhdjd7ouobhd3hosejfsdrnmfq 342 12 values value NNS work_zhdjd7ouobhd3hosejfsdrnmfq 342 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 342 14 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 342 15 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 342 16 statistically statistically RB work_zhdjd7ouobhd3hosejfsdrnmfq 342 17 verified verify VBN work_zhdjd7ouobhd3hosejfsdrnmfq 342 18 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 342 19 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 342 20 t t NN work_zhdjd7ouobhd3hosejfsdrnmfq 342 21 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 342 22 test test NN work_zhdjd7ouobhd3hosejfsdrnmfq 342 23 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 342 24 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 342 25 95 95 CD work_zhdjd7ouobhd3hosejfsdrnmfq 342 26 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 342 27 level level NN work_zhdjd7ouobhd3hosejfsdrnmfq 342 28 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 342 29 confidence confidence NN work_zhdjd7ouobhd3hosejfsdrnmfq 342 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 343 1 Finally finally RB work_zhdjd7ouobhd3hosejfsdrnmfq 343 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 343 3 although although IN work_zhdjd7ouobhd3hosejfsdrnmfq 343 4 both both CC work_zhdjd7ouobhd3hosejfsdrnmfq 343 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 343 6 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 343 7 series series NNP work_zhdjd7ouobhd3hosejfsdrnmfq 343 8 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 343 9 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 343 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 343 11 event- event- NN work_zhdjd7ouobhd3hosejfsdrnmfq 343 12 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 343 13 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 343 14 explore explore VBP work_zhdjd7ouobhd3hosejfsdrnmfq 343 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 343 16 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 343 17 nature nature NN work_zhdjd7ouobhd3hosejfsdrnmfq 343 18 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 343 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 343 20 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 343 21 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 343 22 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 343 23 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 343 24 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 343 25 obtained obtain VBD work_zhdjd7ouobhd3hosejfsdrnmfq 343 26 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 343 27 best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 343 28 comparative comparative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 343 29 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 343 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 344 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 344 2 per- per- NN work_zhdjd7ouobhd3hosejfsdrnmfq 344 3 formance formance NN work_zhdjd7ouobhd3hosejfsdrnmfq 344 4 gain gain NN work_zhdjd7ouobhd3hosejfsdrnmfq 344 5 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 344 6 statistically statistically RB work_zhdjd7ouobhd3hosejfsdrnmfq 344 7 verified verify VBN work_zhdjd7ouobhd3hosejfsdrnmfq 344 8 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 344 9 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 344 10 95 95 CD work_zhdjd7ouobhd3hosejfsdrnmfq 344 11 % % NN work_zhdjd7ouobhd3hosejfsdrnmfq 344 12 level level NN work_zhdjd7ouobhd3hosejfsdrnmfq 344 13 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 344 14 confi- confi- NN work_zhdjd7ouobhd3hosejfsdrnmfq 344 15 dence dence NN work_zhdjd7ouobhd3hosejfsdrnmfq 344 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 345 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 345 2 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 345 3 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 345 4 analyses analyse VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 345 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 345 6 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 345 7 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 345 8 focusing focus VBG work_zhdjd7ouobhd3hosejfsdrnmfq 345 9 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 345 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 345 11 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 345 12 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 345 13 such such JJ work_zhdjd7ouobhd3hosejfsdrnmfq 345 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 345 15 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 345 16 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 345 17 that that DT work_zhdjd7ouobhd3hosejfsdrnmfq 345 18 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 345 19 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 345 20 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 345 21 able able JJ work_zhdjd7ouobhd3hosejfsdrnmfq 345 22 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 345 23 extract extract VB work_zhdjd7ouobhd3hosejfsdrnmfq 345 24 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 345 25 relevant relevant JJ work_zhdjd7ouobhd3hosejfsdrnmfq 345 26 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 345 27 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 345 28 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 345 29 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 345 30 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 345 31 ties tie NNS work_zhdjd7ouobhd3hosejfsdrnmfq 345 32 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 345 33 might may MD work_zhdjd7ouobhd3hosejfsdrnmfq 345 34 emerge emerge VB work_zhdjd7ouobhd3hosejfsdrnmfq 345 35 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 345 36 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 345 37 close close JJ work_zhdjd7ouobhd3hosejfsdrnmfq 345 38 future future NN work_zhdjd7ouobhd3hosejfsdrnmfq 345 39 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 346 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 346 2 method method NN work_zhdjd7ouobhd3hosejfsdrnmfq 346 3 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 346 4 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 346 5 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 346 6 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 346 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 346 8 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 346 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 346 10 other other JJ work_zhdjd7ouobhd3hosejfsdrnmfq 346 11 hand hand NN work_zhdjd7ouobhd3hosejfsdrnmfq 346 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 346 13 assumes assume VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 346 14 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 346 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 346 16 topological topological JJ work_zhdjd7ouobhd3hosejfsdrnmfq 346 17 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 346 18 history history NN work_zhdjd7ouobhd3hosejfsdrnmfq 346 19 shows show VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 346 20 some some DT work_zhdjd7ouobhd3hosejfsdrnmfq 346 21 ten- ten- NN work_zhdjd7ouobhd3hosejfsdrnmfq 346 22 dency dency NN work_zhdjd7ouobhd3hosejfsdrnmfq 346 23 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 346 24 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 346 25 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 346 26 evolves evolve VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 346 27 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 347 1 Thus thus RB work_zhdjd7ouobhd3hosejfsdrnmfq 347 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 347 3 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 347 4 performs perform VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 347 5 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 347 6 indirect indirect JJ work_zhdjd7ouobhd3hosejfsdrnmfq 347 7 analy- analy- NN work_zhdjd7ouobhd3hosejfsdrnmfq 347 8 sis sis NN work_zhdjd7ouobhd3hosejfsdrnmfq 347 9 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 347 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 347 11 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 347 12 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 347 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 347 14 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 347 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 348 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 348 2 most most JJS work_zhdjd7ouobhd3hosejfsdrnmfq 348 3 cases case NNS work_zhdjd7ouobhd3hosejfsdrnmfq 348 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 348 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 348 6 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 348 7 series series NNP work_zhdjd7ouobhd3hosejfsdrnmfq 348 8 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 348 9 outperformed outperform VBD work_zhdjd7ouobhd3hosejfsdrnmfq 348 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 348 11 static static JJ work_zhdjd7ouobhd3hosejfsdrnmfq 348 12 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 348 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 348 14 but but CC work_zhdjd7ouobhd3hosejfsdrnmfq 348 15 it -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 348 16 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 348 17 not not RB work_zhdjd7ouobhd3hosejfsdrnmfq 348 18 able able JJ work_zhdjd7ouobhd3hosejfsdrnmfq 348 19 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 348 20 overcome overcome VB work_zhdjd7ouobhd3hosejfsdrnmfq 348 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 348 22 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 348 23 achieved achieve VBN work_zhdjd7ouobhd3hosejfsdrnmfq 348 24 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 348 25 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 348 26 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 348 27 strictly strictly RB work_zhdjd7ouobhd3hosejfsdrnmfq 348 28 focused focus VBN work_zhdjd7ouobhd3hosejfsdrnmfq 348 29 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 348 30 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 348 31 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 348 32 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 348 33 as as IN work_zhdjd7ouobhd3hosejfsdrnmfq 348 34 done do VBN work_zhdjd7ouobhd3hosejfsdrnmfq 348 35 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 348 36 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 348 37 method method NN work_zhdjd7ouobhd3hosejfsdrnmfq 348 38 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 348 39 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 348 40 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 348 41 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 349 1 5 5 CD work_zhdjd7ouobhd3hosejfsdrnmfq 349 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 350 1 Conclusion conclusion NN work_zhdjd7ouobhd3hosejfsdrnmfq 350 2 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 350 3 this this DT work_zhdjd7ouobhd3hosejfsdrnmfq 350 4 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 350 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 350 6 introduced introduce VBD work_zhdjd7ouobhd3hosejfsdrnmfq 350 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 350 8 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 350 9 proximity proximity NN work_zhdjd7ouobhd3hosejfsdrnmfq 350 10 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 350 11 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 350 12 link link JJ work_zhdjd7ouobhd3hosejfsdrnmfq 350 13 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 350 14 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 350 15 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 350 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 350 17 notion notion NN work_zhdjd7ouobhd3hosejfsdrnmfq 350 18 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 350 19 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 350 20 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 350 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 351 1 Differently differently RB work_zhdjd7ouobhd3hosejfsdrnmfq 351 2 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 351 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 351 4 classical classical JJ work_zhdjd7ouobhd3hosejfsdrnmfq 351 5 static static JJ work_zhdjd7ouobhd3hosejfsdrnmfq 351 6 approach approach NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 7 that that WDT work_zhdjd7ouobhd3hosejfsdrnmfq 351 8 takes take VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 351 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 351 10 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 11 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 351 12 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 13 t t NNP work_zhdjd7ouobhd3hosejfsdrnmfq 351 14 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 351 15 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 16 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 351 17 predict predict VB work_zhdjd7ouobhd3hosejfsdrnmfq 351 18 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 351 19 connections connection NNS work_zhdjd7ouobhd3hosejfsdrnmfq 351 20 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 351 21 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 351 22 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 23 t0 t0 NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 24 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 351 25 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 351 26 method method NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 27 takes take VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 351 28 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 351 29 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 30 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 351 31 account account NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 32 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 351 33 monitoring monitor VBG work_zhdjd7ouobhd3hosejfsdrnmfq 351 34 how how WRB work_zhdjd7ouobhd3hosejfsdrnmfq 351 35 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 351 36 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 37 evolved evolve VBD work_zhdjd7ouobhd3hosejfsdrnmfq 351 38 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 351 39 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 351 40 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 352 1 Our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 352 2 method method NN work_zhdjd7ouobhd3hosejfsdrnmfq 352 3 consists consist VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 352 4 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 352 5 computing computing NN work_zhdjd7ouobhd3hosejfsdrnmfq 352 6 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 352 7 by by IN work_zhdjd7ouobhd3hosejfsdrnmfq 352 8 aggregating aggregate VBG work_zhdjd7ouobhd3hosejfsdrnmfq 352 9 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 352 10 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 352 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 352 12 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 352 13 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 352 14 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 352 15 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 352 16 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 352 17 step step NN work_zhdjd7ouobhd3hosejfsdrnmfq 352 18 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 352 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 352 20 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 352 21 evolution evolution NN work_zhdjd7ouobhd3hosejfsdrnmfq 352 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 352 23 which which WDT work_zhdjd7ouobhd3hosejfsdrnmfq 352 24 resulted result VBD work_zhdjd7ouobhd3hosejfsdrnmfq 352 25 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 352 26 more more JJR work_zhdjd7ouobhd3hosejfsdrnmfq 352 27 rep- rep- DT work_zhdjd7ouobhd3hosejfsdrnmfq 352 28 resentative resentative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 352 29 scores score NNS work_zhdjd7ouobhd3hosejfsdrnmfq 352 30 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 352 31 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 352 32 dyads dyad NNS work_zhdjd7ouobhd3hosejfsdrnmfq 352 33 under under IN work_zhdjd7ouobhd3hosejfsdrnmfq 352 34 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 352 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 353 1 Different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 353 2 experi- experi- NN work_zhdjd7ouobhd3hosejfsdrnmfq 353 3 ments ment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 353 4 were be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 353 5 performed perform VBN work_zhdjd7ouobhd3hosejfsdrnmfq 353 6 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 353 7 four four CD work_zhdjd7ouobhd3hosejfsdrnmfq 353 8 co co NN work_zhdjd7ouobhd3hosejfsdrnmfq 353 9 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 353 10 authorship authorship JJ work_zhdjd7ouobhd3hosejfsdrnmfq 353 11 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 353 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 353 13 initially initially RB work_zhdjd7ouobhd3hosejfsdrnmfq 353 14 aimed aim VBN work_zhdjd7ouobhd3hosejfsdrnmfq 353 15 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 353 16 evaluate evaluate VB work_zhdjd7ouobhd3hosejfsdrnmfq 353 17 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 353 18 robustness robustness NN work_zhdjd7ouobhd3hosejfsdrnmfq 353 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 353 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 353 21 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 353 22 method method NNP work_zhdjd7ouobhd3hosejfsdrnmfq 353 23 concern- concern- NNP work_zhdjd7ouobhd3hosejfsdrnmfq 353 24 ing ing NNP work_zhdjd7ouobhd3hosejfsdrnmfq 353 25 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 353 26 parameters parameter NNS work_zhdjd7ouobhd3hosejfsdrnmfq 353 27 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 354 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 354 2 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 354 3 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 354 4 suggest suggest VBP work_zhdjd7ouobhd3hosejfsdrnmfq 354 5 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 354 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 354 7 method method NN work_zhdjd7ouobhd3hosejfsdrnmfq 354 8 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 354 9 quite quite RB work_zhdjd7ouobhd3hosejfsdrnmfq 354 10 stable stable JJ work_zhdjd7ouobhd3hosejfsdrnmfq 354 11 concerning concern VBG work_zhdjd7ouobhd3hosejfsdrnmfq 354 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 354 13 definition definition NN work_zhdjd7ouobhd3hosejfsdrnmfq 354 14 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 354 15 its -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 354 16 parameters parameter NNS work_zhdjd7ouobhd3hosejfsdrnmfq 354 17 across across IN work_zhdjd7ouobhd3hosejfsdrnmfq 354 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 354 19 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 354 20 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 354 21 adopted adopt VBN work_zhdjd7ouobhd3hosejfsdrnmfq 354 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 354 23 although although IN work_zhdjd7ouobhd3hosejfsdrnmfq 354 24 more more JJR work_zhdjd7ouobhd3hosejfsdrnmfq 354 25 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 354 26 need need VBP work_zhdjd7ouobhd3hosejfsdrnmfq 354 27 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 354 28 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 354 29 performed perform VBN work_zhdjd7ouobhd3hosejfsdrnmfq 354 30 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 354 31 other other JJ work_zhdjd7ouobhd3hosejfsdrnmfq 354 32 domains domain NNS work_zhdjd7ouobhd3hosejfsdrnmfq 354 33 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 354 34 application application NN work_zhdjd7ouobhd3hosejfsdrnmfq 354 35 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 355 1 Also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 355 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 355 3 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 355 4 verified verify VBD work_zhdjd7ouobhd3hosejfsdrnmfq 355 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 355 6 importance importance NN work_zhdjd7ouobhd3hosejfsdrnmfq 355 7 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 355 8 considering consider VBG work_zhdjd7ouobhd3hosejfsdrnmfq 355 9 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 355 10 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 355 11 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 355 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 355 13 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 355 14 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 355 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 356 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 356 2 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 356 3 performed perform VBN work_zhdjd7ouobhd3hosejfsdrnmfq 356 4 experiments experiment NNS work_zhdjd7ouobhd3hosejfsdrnmfq 356 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 356 6 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 356 7 also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 356 8 compared compare VBD work_zhdjd7ouobhd3hosejfsdrnmfq 356 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 356 10 event- event- NN work_zhdjd7ouobhd3hosejfsdrnmfq 356 11 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 356 12 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 356 13 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 356 14 other other JJ work_zhdjd7ouobhd3hosejfsdrnmfq 356 15 baseline baseline JJ work_zhdjd7ouobhd3hosejfsdrnmfq 356 16 approaches approach NNS work_zhdjd7ouobhd3hosejfsdrnmfq 356 17 proposed propose VBN work_zhdjd7ouobhd3hosejfsdrnmfq 356 18 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 356 19 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 356 20 literature literature NN work_zhdjd7ouobhd3hosejfsdrnmfq 356 21 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 356 22 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 356 23 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 356 24 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 357 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 357 2 obtained obtain VBN work_zhdjd7ouobhd3hosejfsdrnmfq 357 3 results result NNS work_zhdjd7ouobhd3hosejfsdrnmfq 357 4 showed show VBD work_zhdjd7ouobhd3hosejfsdrnmfq 357 5 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 357 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 357 7 event- event- NN work_zhdjd7ouobhd3hosejfsdrnmfq 357 8 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 357 9 measure measure NN work_zhdjd7ouobhd3hosejfsdrnmfq 357 10 outperformed outperform VBD work_zhdjd7ouobhd3hosejfsdrnmfq 357 11 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 357 12 baseline baseline JJ work_zhdjd7ouobhd3hosejfsdrnmfq 357 13 measures measure NNS work_zhdjd7ouobhd3hosejfsdrnmfq 357 14 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 357 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 357 16 indicating indicate VBG work_zhdjd7ouobhd3hosejfsdrnmfq 357 17 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 357 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 357 19 combination combination NN work_zhdjd7ouobhd3hosejfsdrnmfq 357 20 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 357 21 interactions interaction NNS work_zhdjd7ouobhd3hosejfsdrnmfq 357 22 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 357 23 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 357 24 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 357 25 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 357 26 dynamics dynamic NNS work_zhdjd7ouobhd3hosejfsdrnmfq 357 27 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 357 28 common common JJ work_zhdjd7ouobhd3hosejfsdrnmfq 357 29 neighborhood neighborhood NN work_zhdjd7ouobhd3hosejfsdrnmfq 357 30 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 357 31 bring bring VB work_zhdjd7ouobhd3hosejfsdrnmfq 357 32 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 357 33 gain gain NN work_zhdjd7ouobhd3hosejfsdrnmfq 357 34 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 357 35 performance performance NN work_zhdjd7ouobhd3hosejfsdrnmfq 357 36 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 357 37 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 357 38 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 357 39 task task NN work_zhdjd7ouobhd3hosejfsdrnmfq 357 40 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 358 1 Additionally additionally RB work_zhdjd7ouobhd3hosejfsdrnmfq 358 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 358 3 when when WRB work_zhdjd7ouobhd3hosejfsdrnmfq 358 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 358 5 age age NN work_zhdjd7ouobhd3hosejfsdrnmfq 358 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 358 7 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 358 8 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 358 9 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 358 10 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 358 11 taken take VBN work_zhdjd7ouobhd3hosejfsdrnmfq 358 12 into into IN work_zhdjd7ouobhd3hosejfsdrnmfq 358 13 account account NN work_zhdjd7ouobhd3hosejfsdrnmfq 358 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 358 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 358 16 method method NN work_zhdjd7ouobhd3hosejfsdrnmfq 358 17 per- per- NN work_zhdjd7ouobhd3hosejfsdrnmfq 358 18 formed form VBD work_zhdjd7ouobhd3hosejfsdrnmfq 358 19 slightly slightly RB work_zhdjd7ouobhd3hosejfsdrnmfq 358 20 better well JJR work_zhdjd7ouobhd3hosejfsdrnmfq 358 21 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 358 22 indicating indicate VBG work_zhdjd7ouobhd3hosejfsdrnmfq 358 23 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 358 24 more more JJR work_zhdjd7ouobhd3hosejfsdrnmfq 358 25 recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 358 26 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 358 27 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 358 28 bring bring VB work_zhdjd7ouobhd3hosejfsdrnmfq 358 29 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 358 30 useful useful JJ work_zhdjd7ouobhd3hosejfsdrnmfq 358 31 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 358 32 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 358 33 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 358 34 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 358 35 process process NN work_zhdjd7ouobhd3hosejfsdrnmfq 358 36 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 359 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 359 2 our -PRON- PRP$ work_zhdjd7ouobhd3hosejfsdrnmfq 359 3 work work NN work_zhdjd7ouobhd3hosejfsdrnmfq 359 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 359 5 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 359 6 adopted adopt VBD work_zhdjd7ouobhd3hosejfsdrnmfq 359 7 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 359 8 log log NN work_zhdjd7ouobhd3hosejfsdrnmfq 359 9 function function NN work_zhdjd7ouobhd3hosejfsdrnmfq 359 10 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 359 11 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 359 12 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 359 13 give give VB work_zhdjd7ouobhd3hosejfsdrnmfq 359 14 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 359 15 higher high JJR work_zhdjd7ouobhd3hosejfsdrnmfq 359 16 weight weight NN work_zhdjd7ouobhd3hosejfsdrnmfq 359 17 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 359 18 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 359 19 recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 359 20 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 359 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 360 1 Nevertheless nevertheless RB work_zhdjd7ouobhd3hosejfsdrnmfq 360 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 360 3 other other JJ work_zhdjd7ouobhd3hosejfsdrnmfq 360 4 functions function NNS work_zhdjd7ouobhd3hosejfsdrnmfq 360 5 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 360 6 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 360 7 evaluated evaluate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 360 8 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 360 9 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 360 10 future future NN work_zhdjd7ouobhd3hosejfsdrnmfq 360 11 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 360 12 e.g. e.g. RB work_zhdjd7ouobhd3hosejfsdrnmfq 360 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 360 14 linear linear NNP work_zhdjd7ouobhd3hosejfsdrnmfq 360 15 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 360 16 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 360 17 weight weight VB work_zhdjd7ouobhd3hosejfsdrnmfq 360 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 360 19 recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 360 20 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 360 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 361 1 Also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 361 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 361 3 different different JJ work_zhdjd7ouobhd3hosejfsdrnmfq 361 4 functions function NNS work_zhdjd7ouobhd3hosejfsdrnmfq 361 5 can can MD work_zhdjd7ouobhd3hosejfsdrnmfq 361 6 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 361 7 associated associate VBN work_zhdjd7ouobhd3hosejfsdrnmfq 361 8 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 361 9 each each DT work_zhdjd7ouobhd3hosejfsdrnmfq 361 10 category category NN work_zhdjd7ouobhd3hosejfsdrnmfq 361 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 361 12 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 361 13 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 361 14 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 361 15 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 361 16 assume assume VBP work_zhdjd7ouobhd3hosejfsdrnmfq 361 17 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 361 18 instance instance NN work_zhdjd7ouobhd3hosejfsdrnmfq 361 19 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 361 20 recent recent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 361 21 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 361 22 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 361 23 one one CD work_zhdjd7ouobhd3hosejfsdrnmfq 361 24 category category NN work_zhdjd7ouobhd3hosejfsdrnmfq 361 25 are be VBP work_zhdjd7ouobhd3hosejfsdrnmfq 361 26 actually actually RB work_zhdjd7ouobhd3hosejfsdrnmfq 361 27 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 361 28 important important JJ work_zhdjd7ouobhd3hosejfsdrnmfq 361 29 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 361 30 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 361 31 other other JJ work_zhdjd7ouobhd3hosejfsdrnmfq 361 32 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 361 33 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 362 1 Finally finally RB work_zhdjd7ouobhd3hosejfsdrnmfq 362 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 362 3 we -PRON- PRP work_zhdjd7ouobhd3hosejfsdrnmfq 362 4 highlight highlight VBP work_zhdjd7ouobhd3hosejfsdrnmfq 362 5 that that IN work_zhdjd7ouobhd3hosejfsdrnmfq 362 6 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 362 7 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 362 8 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 362 9 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 362 10 score score NN work_zhdjd7ouobhd3hosejfsdrnmfq 362 11 described describe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 362 12 here here RB work_zhdjd7ouobhd3hosejfsdrnmfq 362 13 was be VBD work_zhdjd7ouobhd3hosejfsdrnmfq 362 14 specific specific JJ work_zhdjd7ouobhd3hosejfsdrnmfq 362 15 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 362 16 undirected undirected JJ work_zhdjd7ouobhd3hosejfsdrnmfq 362 17 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 362 18 unweighted unweighted JJ work_zhdjd7ouobhd3hosejfsdrnmfq 362 19 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 362 20 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 363 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 363 2 possible possible JJ work_zhdjd7ouobhd3hosejfsdrnmfq 363 3 future future JJ work_zhdjd7ouobhd3hosejfsdrnmfq 363 4 line line NN work_zhdjd7ouobhd3hosejfsdrnmfq 363 5 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 363 6 research research NN work_zhdjd7ouobhd3hosejfsdrnmfq 363 7 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 363 8 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 363 9 extend extend VB work_zhdjd7ouobhd3hosejfsdrnmfq 363 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 363 11 ideas idea NNS work_zhdjd7ouobhd3hosejfsdrnmfq 363 12 discussed discuss VBN work_zhdjd7ouobhd3hosejfsdrnmfq 363 13 here here RB work_zhdjd7ouobhd3hosejfsdrnmfq 363 14 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 363 15 more more RBR work_zhdjd7ouobhd3hosejfsdrnmfq 363 16 complex complex JJ work_zhdjd7ouobhd3hosejfsdrnmfq 363 17 categories category NNS work_zhdjd7ouobhd3hosejfsdrnmfq 363 18 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 363 19 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 363 20 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 364 1 For for IN work_zhdjd7ouobhd3hosejfsdrnmfq 364 2 instance instance NN work_zhdjd7ouobhd3hosejfsdrnmfq 364 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 364 4 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 364 5 variety variety NN work_zhdjd7ouobhd3hosejfsdrnmfq 364 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 364 7 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 364 8 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 364 9 could could MD work_zhdjd7ouobhd3hosejfsdrnmfq 364 10 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 364 11 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 364 12 if if IN work_zhdjd7ouobhd3hosejfsdrnmfq 364 13 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 364 14 direction direction NN work_zhdjd7ouobhd3hosejfsdrnmfq 364 15 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 364 16 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 364 17 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 364 18 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 364 19 considered consider VBN work_zhdjd7ouobhd3hosejfsdrnmfq 364 20 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 364 21 e.g. e.g. RB work_zhdjd7ouobhd3hosejfsdrnmfq 364 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 364 23 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 364 24 conservative conservative JJ work_zhdjd7ouobhd3hosejfsdrnmfq 364 25 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 364 26 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 364 27 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 364 28 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 364 29 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 364 30 direction direction NN work_zhdjd7ouobhd3hosejfsdrnmfq 364 31 but but CC work_zhdjd7ouobhd3hosejfsdrnmfq 364 32 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 364 33 regres- regres- NN work_zhdjd7ouobhd3hosejfsdrnmfq 364 34 sive sive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 364 35 event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 364 36 is be VBZ work_zhdjd7ouobhd3hosejfsdrnmfq 364 37 observed observe VBN work_zhdjd7ouobhd3hosejfsdrnmfq 364 38 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 364 39 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 364 40 other other JJ work_zhdjd7ouobhd3hosejfsdrnmfq 364 41 direction direction NN work_zhdjd7ouobhd3hosejfsdrnmfq 364 42 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 364 43 thus thus RB work_zhdjd7ouobhd3hosejfsdrnmfq 364 44 indicating indicate VBG work_zhdjd7ouobhd3hosejfsdrnmfq 364 45 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 364 46 non non JJ work_zhdjd7ouobhd3hosejfsdrnmfq 364 47 - - JJ work_zhdjd7ouobhd3hosejfsdrnmfq 364 48 reciprocal reciprocal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 364 49 interaction interaction NN work_zhdjd7ouobhd3hosejfsdrnmfq 364 50 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 364 51 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 364 52 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 364 53 at at IN work_zhdjd7ouobhd3hosejfsdrnmfq 364 54 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 364 55 given give VBN work_zhdjd7ouobhd3hosejfsdrnmfq 364 56 moment moment NN work_zhdjd7ouobhd3hosejfsdrnmfq 364 57 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 364 58 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 365 1 Also also RB work_zhdjd7ouobhd3hosejfsdrnmfq 365 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 365 3 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 365 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 365 5 case case NN work_zhdjd7ouobhd3hosejfsdrnmfq 365 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 365 7 weighted weighted JJ work_zhdjd7ouobhd3hosejfsdrnmfq 365 8 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 365 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 365 10 temporal temporal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 365 11 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 365 12 could could MD work_zhdjd7ouobhd3hosejfsdrnmfq 365 13 con- con- NN work_zhdjd7ouobhd3hosejfsdrnmfq 365 14 sider sider VB work_zhdjd7ouobhd3hosejfsdrnmfq 365 15 an an DT work_zhdjd7ouobhd3hosejfsdrnmfq 365 16 increase increase NN work_zhdjd7ouobhd3hosejfsdrnmfq 365 17 or or CC work_zhdjd7ouobhd3hosejfsdrnmfq 365 18 decrease decrease NN work_zhdjd7ouobhd3hosejfsdrnmfq 365 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 365 20 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 365 21 weight weight NN work_zhdjd7ouobhd3hosejfsdrnmfq 365 22 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 365 23 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 365 24 nodes node NNS work_zhdjd7ouobhd3hosejfsdrnmfq 365 25 along along IN work_zhdjd7ouobhd3hosejfsdrnmfq 365 26 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 365 27 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 365 28 instead instead RB work_zhdjd7ouobhd3hosejfsdrnmfq 365 29 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 365 30 just just RB work_zhdjd7ouobhd3hosejfsdrnmfq 365 31 considering consider VBG work_zhdjd7ouobhd3hosejfsdrnmfq 365 32 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 365 33 existence existence NN work_zhdjd7ouobhd3hosejfsdrnmfq 365 34 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 365 35 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 365 36 links link NNS work_zhdjd7ouobhd3hosejfsdrnmfq 365 37 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 366 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 366 2 rewards reward NNS work_zhdjd7ouobhd3hosejfsdrnmfq 366 3 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 366 4 such such JJ work_zhdjd7ouobhd3hosejfsdrnmfq 366 5 cases case NNS work_zhdjd7ouobhd3hosejfsdrnmfq 366 6 should should MD work_zhdjd7ouobhd3hosejfsdrnmfq 366 7 be be VB work_zhdjd7ouobhd3hosejfsdrnmfq 366 8 carefully carefully RB work_zhdjd7ouobhd3hosejfsdrnmfq 366 9 defined define VBN work_zhdjd7ouobhd3hosejfsdrnmfq 366 10 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 366 11 order order NN work_zhdjd7ouobhd3hosejfsdrnmfq 366 12 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 366 13 adequately adequately RB work_zhdjd7ouobhd3hosejfsdrnmfq 366 14 reflect reflect VB work_zhdjd7ouobhd3hosejfsdrnmfq 366 15 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 366 16 important important JJ work_zhdjd7ouobhd3hosejfsdrnmfq 366 17 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 366 18 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 366 19 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 366 20 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 366 21 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 366 22 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 366 23 predic- predic- NN work_zhdjd7ouobhd3hosejfsdrnmfq 366 24 tion tion NN work_zhdjd7ouobhd3hosejfsdrnmfq 366 25 process process NN work_zhdjd7ouobhd3hosejfsdrnmfq 366 26 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 367 1 References References NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 367 2 Adamic Adamic NNP work_zhdjd7ouobhd3hosejfsdrnmfq 367 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 367 4 L. L. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 367 5 A. A. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 367 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 367 7 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 367 8 Adar Adar NNP work_zhdjd7ouobhd3hosejfsdrnmfq 367 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 367 10 E. E. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 367 11 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 367 12 2003 2003 CD work_zhdjd7ouobhd3hosejfsdrnmfq 367 13 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 367 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 368 1 Friends friend NNS work_zhdjd7ouobhd3hosejfsdrnmfq 368 2 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 368 3 neighbors neighbor NNS work_zhdjd7ouobhd3hosejfsdrnmfq 368 4 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 368 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 368 6 web web NN work_zhdjd7ouobhd3hosejfsdrnmfq 368 7 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 369 1 Social Social NNP work_zhdjd7ouobhd3hosejfsdrnmfq 369 2 Networks Networks NNP work_zhdjd7ouobhd3hosejfsdrnmfq 369 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 369 4 25(3 25(3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 369 5 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 369 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 369 7 211–230 211–230 CD work_zhdjd7ouobhd3hosejfsdrnmfq 369 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 370 1 Amaral Amaral NNP work_zhdjd7ouobhd3hosejfsdrnmfq 370 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 370 3 L. L. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 370 4 A. A. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 370 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 370 6 Scala Scala NNP work_zhdjd7ouobhd3hosejfsdrnmfq 370 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 370 8 A. A. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 370 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 370 10 Barthelemy Barthelemy NNP work_zhdjd7ouobhd3hosejfsdrnmfq 370 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 370 12 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 370 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 370 14 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 370 15 Stanley Stanley NNP work_zhdjd7ouobhd3hosejfsdrnmfq 370 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 370 17 H. H. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 370 18 E. E. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 370 19 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 370 20 2000 2000 CD work_zhdjd7ouobhd3hosejfsdrnmfq 370 21 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 370 22 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 371 1 Classes class NNS work_zhdjd7ouobhd3hosejfsdrnmfq 371 2 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 371 3 small- small- JJ work_zhdjd7ouobhd3hosejfsdrnmfq 371 4 world world NN work_zhdjd7ouobhd3hosejfsdrnmfq 371 5 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 371 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 372 1 Proceedings proceeding NNS work_zhdjd7ouobhd3hosejfsdrnmfq 372 2 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 372 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 372 4 National National NNP work_zhdjd7ouobhd3hosejfsdrnmfq 372 5 Academy Academy NNP work_zhdjd7ouobhd3hosejfsdrnmfq 372 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 372 7 Sciences Sciences NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 372 8 USA USA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 372 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 372 10 97(21 97(21 CD work_zhdjd7ouobhd3hosejfsdrnmfq 372 11 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 372 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 372 13 11149–11152 11149–11152 CD work_zhdjd7ouobhd3hosejfsdrnmfq 372 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 373 1 Barabasi Barabasi NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 3 A A NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 4 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 373 5 L. L. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 7 Jeong Jeong NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 9 H. H. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 11 Neda Neda NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 13 Z. Z. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 15 Ravasz Ravasz NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 16 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 17 E. E. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 18 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 19 Schubert Schubert NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 21 A. A. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 22 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 23 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 373 24 Vicsek Vicsek NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 25 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 373 26 T. T. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 373 27 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 373 28 2002 2002 CD work_zhdjd7ouobhd3hosejfsdrnmfq 373 29 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 373 30 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 374 1 Evolution evolution NN work_zhdjd7ouobhd3hosejfsdrnmfq 374 2 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 374 3 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 374 4 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 374 5 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 374 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 374 7 scientific scientific JJ work_zhdjd7ouobhd3hosejfsdrnmfq 374 8 collaborations collaboration NNS work_zhdjd7ouobhd3hosejfsdrnmfq 374 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 375 1 Physica Physica NNP work_zhdjd7ouobhd3hosejfsdrnmfq 375 2 A A NNP work_zhdjd7ouobhd3hosejfsdrnmfq 375 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 375 4 311(3–4 311(3–4 CD work_zhdjd7ouobhd3hosejfsdrnmfq 375 5 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 375 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 375 7 590–614 590–614 CD work_zhdjd7ouobhd3hosejfsdrnmfq 375 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 376 1 Box Box NNP work_zhdjd7ouobhd3hosejfsdrnmfq 376 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 376 3 G. G. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 376 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 376 5 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 376 6 Jenkins Jenkins NNP work_zhdjd7ouobhd3hosejfsdrnmfq 376 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 376 8 G. G. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 376 9 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 376 10 1970 1970 CD work_zhdjd7ouobhd3hosejfsdrnmfq 376 11 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 376 12 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 377 1 Time Time NNP work_zhdjd7ouobhd3hosejfsdrnmfq 377 2 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 377 3 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 377 4 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 377 5 Forecasting forecasting NN work_zhdjd7ouobhd3hosejfsdrnmfq 377 6 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 377 7 control control NN work_zhdjd7ouobhd3hosejfsdrnmfq 377 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 378 1 San San NNP work_zhdjd7ouobhd3hosejfsdrnmfq 378 2 Francisco Francisco NNP work_zhdjd7ouobhd3hosejfsdrnmfq 378 3 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 378 4 Holden Holden NNP work_zhdjd7ouobhd3hosejfsdrnmfq 378 5 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 378 6 Day Day NNP work_zhdjd7ouobhd3hosejfsdrnmfq 378 7 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 379 1 Bringmann Bringmann NNP work_zhdjd7ouobhd3hosejfsdrnmfq 379 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 379 3 B. B. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 379 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 379 5 Berlingerio Berlingerio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 379 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 379 7 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 379 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 379 9 Bonchi Bonchi NNP work_zhdjd7ouobhd3hosejfsdrnmfq 379 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 379 11 F. F. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 379 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 379 13 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 379 14 Gionis Gionis NNP work_zhdjd7ouobhd3hosejfsdrnmfq 379 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 379 16 A. a. NN work_zhdjd7ouobhd3hosejfsdrnmfq 380 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 380 2 2010 2010 CD work_zhdjd7ouobhd3hosejfsdrnmfq 380 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 380 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 381 1 Learning learn VBG work_zhdjd7ouobhd3hosejfsdrnmfq 381 2 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 381 3 predicting predict VBG work_zhdjd7ouobhd3hosejfsdrnmfq 381 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 381 5 evolution evolution NN work_zhdjd7ouobhd3hosejfsdrnmfq 381 6 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 381 7 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 381 8 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 381 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 382 1 Intelligent Intelligent NNP work_zhdjd7ouobhd3hosejfsdrnmfq 382 2 Systems Systems NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 382 3 IEEE IEEE NNP work_zhdjd7ouobhd3hosejfsdrnmfq 382 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 382 5 25(4 25(4 CD work_zhdjd7ouobhd3hosejfsdrnmfq 382 6 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 382 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 382 8 26–35 26–35 CD work_zhdjd7ouobhd3hosejfsdrnmfq 382 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 383 1 de de NNP work_zhdjd7ouobhd3hosejfsdrnmfq 383 2 Sá Sá NNP work_zhdjd7ouobhd3hosejfsdrnmfq 383 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 383 4 H. H. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 383 5 R. R. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 383 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 383 7 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 383 8 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 383 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 383 10 R. R. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 383 11 B. B. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 383 12 C. C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 383 13 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 383 14 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 383 15 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 383 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 384 1 Supervised supervise VBN work_zhdjd7ouobhd3hosejfsdrnmfq 384 2 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 384 3 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 384 4 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 384 5 weighted weighted JJ work_zhdjd7ouobhd3hosejfsdrnmfq 384 6 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 384 7 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 385 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 385 2 Proceedings Proceedings NNP work_zhdjd7ouobhd3hosejfsdrnmfq 385 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 385 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 385 5 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 385 6 international international NNP work_zhdjd7ouobhd3hosejfsdrnmfq 385 7 joint joint JJ work_zhdjd7ouobhd3hosejfsdrnmfq 385 8 conference conference NN work_zhdjd7ouobhd3hosejfsdrnmfq 385 9 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 385 10 neural neural JJ work_zhdjd7ouobhd3hosejfsdrnmfq 385 11 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 385 12 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 385 13 pp pp NNP work_zhdjd7ouobhd3hosejfsdrnmfq 385 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 386 1 2281–2288 2281–2288 LS work_zhdjd7ouobhd3hosejfsdrnmfq 386 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 386 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 387 1 IEEE IEEE NNP work_zhdjd7ouobhd3hosejfsdrnmfq 387 2 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 388 1 Fawcett Fawcett NNP work_zhdjd7ouobhd3hosejfsdrnmfq 388 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 388 3 T. T. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 388 4 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 388 5 2006 2006 CD work_zhdjd7ouobhd3hosejfsdrnmfq 388 6 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 388 7 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 389 1 An an DT work_zhdjd7ouobhd3hosejfsdrnmfq 389 2 introduction introduction NN work_zhdjd7ouobhd3hosejfsdrnmfq 389 3 to to TO work_zhdjd7ouobhd3hosejfsdrnmfq 389 4 roc roc NNP work_zhdjd7ouobhd3hosejfsdrnmfq 389 5 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 389 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 390 1 Pattern Pattern NNP work_zhdjd7ouobhd3hosejfsdrnmfq 390 2 Recognition Recognition NNP work_zhdjd7ouobhd3hosejfsdrnmfq 390 3 Letters Letters NNP work_zhdjd7ouobhd3hosejfsdrnmfq 390 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 390 5 27 27 CD work_zhdjd7ouobhd3hosejfsdrnmfq 390 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 390 7 861–874 861–874 CD work_zhdjd7ouobhd3hosejfsdrnmfq 390 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 391 1 Getoor Getoor NNP work_zhdjd7ouobhd3hosejfsdrnmfq 391 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 391 3 L. L. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 391 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 391 5 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 391 6 Diehl Diehl NNP work_zhdjd7ouobhd3hosejfsdrnmfq 391 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 391 8 C. C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 391 9 P. P. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 391 10 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 391 11 2005 2005 CD work_zhdjd7ouobhd3hosejfsdrnmfq 391 12 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 391 13 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 392 1 Link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 392 2 mining mining NN work_zhdjd7ouobhd3hosejfsdrnmfq 392 3 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 392 4 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 392 5 survey survey NN work_zhdjd7ouobhd3hosejfsdrnmfq 392 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 393 1 SIGKDD SIGKDD NNP work_zhdjd7ouobhd3hosejfsdrnmfq 393 2 Explorations Explorations NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 393 3 Newsletter Newsletter NNP work_zhdjd7ouobhd3hosejfsdrnmfq 393 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 393 5 7(2 7(2 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 393 6 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 393 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 393 8 3–12 3–12 NNP work_zhdjd7ouobhd3hosejfsdrnmfq 393 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 394 1 Hasan Hasan NNP work_zhdjd7ouobhd3hosejfsdrnmfq 394 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 394 3 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 394 4 A. A. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 394 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 394 6 Chaoji Chaoji NNP work_zhdjd7ouobhd3hosejfsdrnmfq 394 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 394 8 V. V. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 394 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 394 10 Salem Salem NNP work_zhdjd7ouobhd3hosejfsdrnmfq 394 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 394 12 S. S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 394 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 394 14 Zaki Zaki NNP work_zhdjd7ouobhd3hosejfsdrnmfq 394 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 394 16 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 394 17 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 394 18 2006 2006 CD work_zhdjd7ouobhd3hosejfsdrnmfq 394 19 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 394 20 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 395 1 Link Link NNP work_zhdjd7ouobhd3hosejfsdrnmfq 395 2 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 395 3 using use VBG work_zhdjd7ouobhd3hosejfsdrnmfq 395 4 supervised supervise VBN work_zhdjd7ouobhd3hosejfsdrnmfq 395 5 learning learning NN work_zhdjd7ouobhd3hosejfsdrnmfq 395 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 396 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 396 2 Proceedings Proceedings NNP work_zhdjd7ouobhd3hosejfsdrnmfq 396 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 396 4 SDM SDM NNP work_zhdjd7ouobhd3hosejfsdrnmfq 396 5 06 06 CD work_zhdjd7ouobhd3hosejfsdrnmfq 396 6 workshop workshop NN work_zhdjd7ouobhd3hosejfsdrnmfq 396 7 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 396 8 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 396 9 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 396 10 counterterrorism counterterrorism NN work_zhdjd7ouobhd3hosejfsdrnmfq 396 11 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 396 12 security security NN work_zhdjd7ouobhd3hosejfsdrnmfq 396 13 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 397 1 Hasan Hasan NNP work_zhdjd7ouobhd3hosejfsdrnmfq 397 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 397 3 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 397 4 A. A. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 397 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 397 6 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 397 7 Zaki Zaki NNP work_zhdjd7ouobhd3hosejfsdrnmfq 397 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 397 9 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 397 10 J. J. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 398 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 398 2 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 398 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 398 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 399 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 399 2 survey survey NN work_zhdjd7ouobhd3hosejfsdrnmfq 399 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 399 4 link link JJ work_zhdjd7ouobhd3hosejfsdrnmfq 399 5 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 399 6 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 399 7 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 399 8 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 399 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 400 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 400 2 Charu Charu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 400 3 C. C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 400 4 Aggarwal Aggarwal NNP work_zhdjd7ouobhd3hosejfsdrnmfq 400 5 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 400 6 Ed Ed NNP work_zhdjd7ouobhd3hosejfsdrnmfq 400 7 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 401 1 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 401 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 401 3 Social Social NNP work_zhdjd7ouobhd3hosejfsdrnmfq 401 4 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 401 5 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 401 6 analytics analytic NNS work_zhdjd7ouobhd3hosejfsdrnmfq 401 7 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 401 8 pp pp NNP work_zhdjd7ouobhd3hosejfsdrnmfq 401 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 402 1 243–275 243–275 CD work_zhdjd7ouobhd3hosejfsdrnmfq 402 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 402 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 403 1 US US NNP work_zhdjd7ouobhd3hosejfsdrnmfq 403 2 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 403 3 Springer Springer NNP work_zhdjd7ouobhd3hosejfsdrnmfq 403 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 404 1 Homans Homans NNP work_zhdjd7ouobhd3hosejfsdrnmfq 404 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 404 3 G. G. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 404 4 C. C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 404 5 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 404 6 1951 1951 CD work_zhdjd7ouobhd3hosejfsdrnmfq 404 7 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 404 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 405 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 405 2 human human JJ work_zhdjd7ouobhd3hosejfsdrnmfq 405 3 group group NN work_zhdjd7ouobhd3hosejfsdrnmfq 405 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 406 1 London London NNP work_zhdjd7ouobhd3hosejfsdrnmfq 406 2 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 406 3 Routledge Routledge NNP work_zhdjd7ouobhd3hosejfsdrnmfq 406 4 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 406 5 Kegan Kegan NNP work_zhdjd7ouobhd3hosejfsdrnmfq 406 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 407 1 Zan Zan NNP work_zhdjd7ouobhd3hosejfsdrnmfq 407 2 Huan Huan NNP work_zhdjd7ouobhd3hosejfsdrnmfq 407 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 407 4 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 407 5 2006 2006 CD work_zhdjd7ouobhd3hosejfsdrnmfq 407 6 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 407 7 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 408 1 Link Link NNP work_zhdjd7ouobhd3hosejfsdrnmfq 408 2 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 408 3 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 408 4 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 408 5 graph graph NN work_zhdjd7ouobhd3hosejfsdrnmfq 408 6 topology topology NN work_zhdjd7ouobhd3hosejfsdrnmfq 408 7 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 408 8 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 408 9 predictive predictive JJ work_zhdjd7ouobhd3hosejfsdrnmfq 408 10 value value NN work_zhdjd7ouobhd3hosejfsdrnmfq 408 11 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 408 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 408 13 generalized generalize VBN work_zhdjd7ouobhd3hosejfsdrnmfq 408 14 clustering cluster VBG work_zhdjd7ouobhd3hosejfsdrnmfq 408 15 coefficient coefficient NN work_zhdjd7ouobhd3hosejfsdrnmfq 408 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 409 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 409 2 Proceedings Proceedings NNP work_zhdjd7ouobhd3hosejfsdrnmfq 409 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 409 4 12th 12th JJ work_zhdjd7ouobhd3hosejfsdrnmfq 409 5 ACM ACM NNP work_zhdjd7ouobhd3hosejfsdrnmfq 409 6 SIGKDD SIGKDD NNP work_zhdjd7ouobhd3hosejfsdrnmfq 409 7 international international JJ work_zhdjd7ouobhd3hosejfsdrnmfq 409 8 conference conference NN work_zhdjd7ouobhd3hosejfsdrnmfq 409 9 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 409 10 knowledge knowledge NN work_zhdjd7ouobhd3hosejfsdrnmfq 409 11 discovery discovery NN work_zhdjd7ouobhd3hosejfsdrnmfq 409 12 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 409 13 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 409 14 mining mining NN work_zhdjd7ouobhd3hosejfsdrnmfq 409 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 410 1 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 410 2 6 6 CD work_zhdjd7ouobhd3hosejfsdrnmfq 410 3 Proportion proportion NN work_zhdjd7ouobhd3hosejfsdrnmfq 410 4 between between IN work_zhdjd7ouobhd3hosejfsdrnmfq 410 5 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 410 6 number number NN work_zhdjd7ouobhd3hosejfsdrnmfq 410 7 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 410 8 primary primary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 410 9 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 410 10 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 410 11 P p NN work_zhdjd7ouobhd3hosejfsdrnmfq 410 12 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 410 13 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 410 14 secondary secondary JJ work_zhdjd7ouobhd3hosejfsdrnmfq 410 15 events event NNS work_zhdjd7ouobhd3hosejfsdrnmfq 410 16 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 410 17 S S NNP work_zhdjd7ouobhd3hosejfsdrnmfq 410 18 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 410 19 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 411 1 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 411 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 411 3 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 411 4 cond cond NNP work_zhdjd7ouobhd3hosejfsdrnmfq 411 5 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 411 6 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 411 7 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 411 8 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 411 9 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 411 10 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 411 11 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 411 12 th th NNP work_zhdjd7ouobhd3hosejfsdrnmfq 411 13 P p NN work_zhdjd7ouobhd3hosejfsdrnmfq 411 14 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 411 15 S s NN work_zhdjd7ouobhd3hosejfsdrnmfq 411 16 0.0116 0.0116 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 17 0.0391 0.0391 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 18 0.0089 0.0089 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 19 0.0238 0.0238 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 20 AUC AUC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 411 21 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 411 22 a a DT work_zhdjd7ouobhd3hosejfsdrnmfq 411 23 ¼ ¼ JJ work_zhdjd7ouobhd3hosejfsdrnmfq 411 24 P p NN work_zhdjd7ouobhd3hosejfsdrnmfq 411 25 = = SYM work_zhdjd7ouobhd3hosejfsdrnmfq 411 26 S s NN work_zhdjd7ouobhd3hosejfsdrnmfq 411 27 0.7953 0.7953 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 28 0.8160 0.8160 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 29 0.8664 0.8664 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 30 0.8627 0.8627 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 31 Best good JJS work_zhdjd7ouobhd3hosejfsdrnmfq 411 32 AUC auc NN work_zhdjd7ouobhd3hosejfsdrnmfq 411 33 0.7948 0.7948 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 34 0.8269 0.8269 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 35 0.8681 0.8681 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 36 0.8830 0.8830 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 37 Table table NN work_zhdjd7ouobhd3hosejfsdrnmfq 411 38 7 7 CD work_zhdjd7ouobhd3hosejfsdrnmfq 411 39 Performance Performance NNP work_zhdjd7ouobhd3hosejfsdrnmfq 411 40 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 411 41 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 411 42 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 411 43 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 411 44 AUCs AUCs NNP work_zhdjd7ouobhd3hosejfsdrnmfq 411 45 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 411 46 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 412 1 astro astro NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 412 3 ph ph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 4 cond cond NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 5 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 412 6 mat mat NN work_zhdjd7ouobhd3hosejfsdrnmfq 412 7 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 8 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 412 9 lat lat NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 10 hep hep NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 11 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 412 12 th th RP work_zhdjd7ouobhd3hosejfsdrnmfq 412 13 Event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 412 14 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 412 15 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 412 16 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 412 17 b b NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 18 ¼ ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 19 log log NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 20 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 412 21 0.7948 0.7948 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 22 0.8269 0.8269 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 23 0.8681 0.8681 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 24 0.8830 0.8830 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 25 Event event NN work_zhdjd7ouobhd3hosejfsdrnmfq 412 26 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 412 27 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 412 28 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 412 29 b b NN work_zhdjd7ouobhd3hosejfsdrnmfq 412 30 ¼ ¼ NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 31 1 1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 32 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 412 33 0.7929 0.7929 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 34 0.8147 0.8147 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 35 0.8573 0.8573 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 36 0.8625 0.8625 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 37 Time Time NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 38 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 412 39 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 412 40 AA AA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 41 + + CC work_zhdjd7ouobhd3hosejfsdrnmfq 412 42 LR LR NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 43 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 412 44 0.7584 0.7584 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 45 0.7402 0.7402 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 46 0.8537 0.8537 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 47 0.7899 0.7899 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 48 AA AA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 49 0.7844 0.7844 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 50 0.7346 0.7346 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 51 0.8049 0.8049 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 52 0.7513 0.7513 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 53 CN cn NN work_zhdjd7ouobhd3hosejfsdrnmfq 412 54 0.7391 0.7391 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 55 0.6744 0.6744 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 56 0.7598 0.7598 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 57 0.6838 0.6838 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 58 JC JC NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 59 0.7299 0.7299 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 60 0.6114 0.6114 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 61 0.7408 0.7408 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 62 0.6481 0.6481 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 63 PA PA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 412 64 0.5043 0.5043 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 65 0.5455 0.5455 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 66 0.5668 0.5668 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 67 0.4834 0.4834 CD work_zhdjd7ouobhd3hosejfsdrnmfq 412 68 P.R.S. p.r.s. NN work_zhdjd7ouobhd3hosejfsdrnmfq 413 1 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 413 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 413 3 R.B.C. R.B.C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 414 1 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 414 2 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 414 3 Expert Expert NNP work_zhdjd7ouobhd3hosejfsdrnmfq 414 4 Systems Systems NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 414 5 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 414 6 Applications Applications NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 414 7 40 40 CD work_zhdjd7ouobhd3hosejfsdrnmfq 414 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 414 9 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 414 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 414 11 6652–6660 6652–6660 CD work_zhdjd7ouobhd3hosejfsdrnmfq 414 12 6659 6659 CD work_zhdjd7ouobhd3hosejfsdrnmfq 414 13 Author author NN work_zhdjd7ouobhd3hosejfsdrnmfq 414 14 's 's POS work_zhdjd7ouobhd3hosejfsdrnmfq 414 15 personal personal JJ work_zhdjd7ouobhd3hosejfsdrnmfq 414 16 copy copy NN work_zhdjd7ouobhd3hosejfsdrnmfq 414 17 Huang Huang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 414 18 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 414 19 Z. Z. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 414 20 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 414 21 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 414 22 Lin Lin NNP work_zhdjd7ouobhd3hosejfsdrnmfq 414 23 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 414 24 Dennis Dennis NNP work_zhdjd7ouobhd3hosejfsdrnmfq 414 25 K. K. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 414 26 J. J. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 415 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 415 2 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 415 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 415 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 416 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 416 2 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 416 3 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 416 4 series series NN work_zhdjd7ouobhd3hosejfsdrnmfq 416 5 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 416 6 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 416 7 problem problem NN work_zhdjd7ouobhd3hosejfsdrnmfq 416 8 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 416 9 applications application NNS work_zhdjd7ouobhd3hosejfsdrnmfq 416 10 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 416 11 communication communication NN work_zhdjd7ouobhd3hosejfsdrnmfq 416 12 surveillance surveillance NN work_zhdjd7ouobhd3hosejfsdrnmfq 416 13 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 417 1 INFORMS INFORMS NNP work_zhdjd7ouobhd3hosejfsdrnmfq 417 2 Journal Journal NNP work_zhdjd7ouobhd3hosejfsdrnmfq 417 3 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 417 4 Computing Computing NNP work_zhdjd7ouobhd3hosejfsdrnmfq 417 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 417 6 21(2 21(2 CD work_zhdjd7ouobhd3hosejfsdrnmfq 417 7 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 417 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 417 9 286–303 286–303 CD work_zhdjd7ouobhd3hosejfsdrnmfq 417 10 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 418 1 Jiang Jiang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 418 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 418 3 C. C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 418 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 418 5 Coenen Coenen NNP work_zhdjd7ouobhd3hosejfsdrnmfq 418 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 418 7 F. F. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 418 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 418 9 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 418 10 Zito Zito NNP work_zhdjd7ouobhd3hosejfsdrnmfq 418 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 418 12 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 418 13 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 418 14 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 418 15 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 418 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 419 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 419 2 survey survey NN work_zhdjd7ouobhd3hosejfsdrnmfq 419 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 419 4 frequent frequent JJ work_zhdjd7ouobhd3hosejfsdrnmfq 419 5 subgraph subgraph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 419 6 mining mining NNP work_zhdjd7ouobhd3hosejfsdrnmfq 419 7 algorithms algorithm NNS work_zhdjd7ouobhd3hosejfsdrnmfq 419 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 420 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 420 2 Knowledge Knowledge NNP work_zhdjd7ouobhd3hosejfsdrnmfq 420 3 Engineering Engineering NNP work_zhdjd7ouobhd3hosejfsdrnmfq 420 4 Review Review NNP work_zhdjd7ouobhd3hosejfsdrnmfq 420 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 420 6 28(1 28(1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 420 7 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 420 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 420 9 75–105 75–105 CD work_zhdjd7ouobhd3hosejfsdrnmfq 420 10 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 421 1 Juszczyszyn Juszczyszyn NNP work_zhdjd7ouobhd3hosejfsdrnmfq 421 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 421 3 K. K. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 421 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 421 5 Musial Musial NNP work_zhdjd7ouobhd3hosejfsdrnmfq 421 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 421 7 K. K. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 421 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 421 9 Budka Budka NNP work_zhdjd7ouobhd3hosejfsdrnmfq 421 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 421 11 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 421 12 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 421 13 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 421 14 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 421 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 422 1 Link Link NNP work_zhdjd7ouobhd3hosejfsdrnmfq 422 2 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 422 3 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 422 4 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 422 5 subgraph subgraph NNP work_zhdjd7ouobhd3hosejfsdrnmfq 422 6 evolution evolution NN work_zhdjd7ouobhd3hosejfsdrnmfq 422 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 422 8 dynamic dynamic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 422 9 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 422 10 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 422 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 422 12 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 422 13 Privacy Privacy NNP work_zhdjd7ouobhd3hosejfsdrnmfq 422 14 security security NN work_zhdjd7ouobhd3hosejfsdrnmfq 422 15 risk risk NN work_zhdjd7ouobhd3hosejfsdrnmfq 422 16 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 422 17 trust trust NN work_zhdjd7ouobhd3hosejfsdrnmfq 422 18 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 422 19 PASSAR passar NN work_zhdjd7ouobhd3hosejfsdrnmfq 422 20 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 422 21 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 422 22 IEEE IEEE NNP work_zhdjd7ouobhd3hosejfsdrnmfq 422 23 third third JJ work_zhdjd7ouobhd3hosejfsdrnmfq 422 24 international international JJ work_zhdjd7ouobhd3hosejfsdrnmfq 422 25 conference conference NN work_zhdjd7ouobhd3hosejfsdrnmfq 422 26 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 422 27 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 422 28 computing computing NN work_zhdjd7ouobhd3hosejfsdrnmfq 422 29 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 422 30 pp pp NNP work_zhdjd7ouobhd3hosejfsdrnmfq 422 31 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 423 1 27–34 27–34 LS work_zhdjd7ouobhd3hosejfsdrnmfq 423 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 423 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 424 1 Katz Katz NNP work_zhdjd7ouobhd3hosejfsdrnmfq 424 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 424 3 L. L. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 424 4 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 424 5 1953 1953 CD work_zhdjd7ouobhd3hosejfsdrnmfq 424 6 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 424 7 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 425 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 425 2 new new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 425 3 status status NN work_zhdjd7ouobhd3hosejfsdrnmfq 425 4 index index NN work_zhdjd7ouobhd3hosejfsdrnmfq 425 5 derived derive VBN work_zhdjd7ouobhd3hosejfsdrnmfq 425 6 from from IN work_zhdjd7ouobhd3hosejfsdrnmfq 425 7 sociometric sociometric JJ work_zhdjd7ouobhd3hosejfsdrnmfq 425 8 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 425 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 426 1 Psychometrika Psychometrika NNP work_zhdjd7ouobhd3hosejfsdrnmfq 426 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 426 3 18(1 18(1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 426 4 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 426 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 426 6 39–43 39–43 CD work_zhdjd7ouobhd3hosejfsdrnmfq 426 7 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 427 1 Liben Liben NNP work_zhdjd7ouobhd3hosejfsdrnmfq 427 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 427 3 Nowell Nowell NNP work_zhdjd7ouobhd3hosejfsdrnmfq 427 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 427 5 D. D. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 427 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 427 7 Kleinberg Kleinberg NNP work_zhdjd7ouobhd3hosejfsdrnmfq 427 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 427 9 J. J. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 428 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 428 2 2003 2003 CD work_zhdjd7ouobhd3hosejfsdrnmfq 428 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 428 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 429 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 429 2 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 429 3 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 429 4 problem problem NN work_zhdjd7ouobhd3hosejfsdrnmfq 429 5 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 429 6 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 429 7 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 429 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 430 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 430 2 Proceedings Proceedings NNP work_zhdjd7ouobhd3hosejfsdrnmfq 430 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 430 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 430 5 2003 2003 CD work_zhdjd7ouobhd3hosejfsdrnmfq 430 6 international international NNP work_zhdjd7ouobhd3hosejfsdrnmfq 430 7 conference conference NN work_zhdjd7ouobhd3hosejfsdrnmfq 430 8 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 430 9 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 430 10 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 430 11 knowledge knowledge NN work_zhdjd7ouobhd3hosejfsdrnmfq 430 12 management management NN work_zhdjd7ouobhd3hosejfsdrnmfq 430 13 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 430 14 pp pp NNP work_zhdjd7ouobhd3hosejfsdrnmfq 430 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 431 1 556–559 556–559 CD work_zhdjd7ouobhd3hosejfsdrnmfq 431 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 431 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 432 1 Lichtenwalter Lichtenwalter NNP work_zhdjd7ouobhd3hosejfsdrnmfq 432 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 432 3 R. R. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 432 4 N. N. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 432 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 432 6 Lussier Lussier NNP work_zhdjd7ouobhd3hosejfsdrnmfq 432 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 432 8 J. J. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 432 9 T. T. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 432 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 432 11 Chawla Chawla NNP work_zhdjd7ouobhd3hosejfsdrnmfq 432 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 432 13 N. N. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 432 14 V. V. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 432 15 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 432 16 2010 2010 CD work_zhdjd7ouobhd3hosejfsdrnmfq 432 17 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 432 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 433 1 New new JJ work_zhdjd7ouobhd3hosejfsdrnmfq 433 2 perspectives perspective NNS work_zhdjd7ouobhd3hosejfsdrnmfq 433 3 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 433 4 methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 433 5 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 433 6 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 433 7 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 433 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 434 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 434 2 Proceedings proceeding NNS work_zhdjd7ouobhd3hosejfsdrnmfq 434 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 434 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 434 5 16th 16th JJ work_zhdjd7ouobhd3hosejfsdrnmfq 434 6 ACM ACM NNP work_zhdjd7ouobhd3hosejfsdrnmfq 434 7 SIGKDD SIGKDD NNP work_zhdjd7ouobhd3hosejfsdrnmfq 434 8 international international JJ work_zhdjd7ouobhd3hosejfsdrnmfq 434 9 conference conference NN work_zhdjd7ouobhd3hosejfsdrnmfq 434 10 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 434 11 knowledge knowledge NN work_zhdjd7ouobhd3hosejfsdrnmfq 434 12 discovery discovery NN work_zhdjd7ouobhd3hosejfsdrnmfq 434 13 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 434 14 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 434 15 mining mining NN work_zhdjd7ouobhd3hosejfsdrnmfq 434 16 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 434 17 pp pp NNP work_zhdjd7ouobhd3hosejfsdrnmfq 434 18 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 435 1 243–252 243–252 CD work_zhdjd7ouobhd3hosejfsdrnmfq 435 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 435 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 436 1 Lu Lu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 436 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 436 3 L. L. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 436 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 436 5 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 436 6 Zhou Zhou NNP work_zhdjd7ouobhd3hosejfsdrnmfq 436 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 436 8 T. t. NN work_zhdjd7ouobhd3hosejfsdrnmfq 436 9 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 436 10 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 436 11 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 436 12 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 437 1 Link link VB work_zhdjd7ouobhd3hosejfsdrnmfq 437 2 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 437 3 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 437 4 complex complex JJ work_zhdjd7ouobhd3hosejfsdrnmfq 437 5 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 437 6 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 437 7 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 437 8 survey survey NN work_zhdjd7ouobhd3hosejfsdrnmfq 437 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 438 1 Physica Physica NNP work_zhdjd7ouobhd3hosejfsdrnmfq 438 2 A A NNP work_zhdjd7ouobhd3hosejfsdrnmfq 438 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 438 4 390(6 390(6 CD work_zhdjd7ouobhd3hosejfsdrnmfq 438 5 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 438 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 438 7 1150–1170 1150–1170 CD work_zhdjd7ouobhd3hosejfsdrnmfq 438 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 439 1 Murata Murata NNP work_zhdjd7ouobhd3hosejfsdrnmfq 439 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 439 3 T. t. NN work_zhdjd7ouobhd3hosejfsdrnmfq 439 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 439 5 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 439 6 Moriyasu Moriyasu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 439 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 439 8 S. S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 439 9 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 439 10 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 439 11 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 439 12 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 440 1 Link Link NNP work_zhdjd7ouobhd3hosejfsdrnmfq 440 2 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 440 3 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 440 4 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 440 5 structural structural JJ work_zhdjd7ouobhd3hosejfsdrnmfq 440 6 properties property NNS work_zhdjd7ouobhd3hosejfsdrnmfq 440 7 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 440 8 online online JJ work_zhdjd7ouobhd3hosejfsdrnmfq 440 9 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 440 10 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 440 11 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 441 1 New New NNP work_zhdjd7ouobhd3hosejfsdrnmfq 441 2 Generation Generation NNP work_zhdjd7ouobhd3hosejfsdrnmfq 441 3 Computing Computing NNP work_zhdjd7ouobhd3hosejfsdrnmfq 441 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 441 5 26(3 26(3 CD work_zhdjd7ouobhd3hosejfsdrnmfq 441 6 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 441 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 441 8 245–257 245–257 CD work_zhdjd7ouobhd3hosejfsdrnmfq 441 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 442 1 Newman Newman NNP work_zhdjd7ouobhd3hosejfsdrnmfq 442 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 442 3 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 442 4 E. E. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 442 5 J. J. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 443 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 443 2 2001 2001 CD work_zhdjd7ouobhd3hosejfsdrnmfq 443 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 443 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 444 1 Clustering cluster VBG work_zhdjd7ouobhd3hosejfsdrnmfq 444 2 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 444 3 preferential preferential JJ work_zhdjd7ouobhd3hosejfsdrnmfq 444 4 attachment attachment NN work_zhdjd7ouobhd3hosejfsdrnmfq 444 5 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 444 6 growing grow VBG work_zhdjd7ouobhd3hosejfsdrnmfq 444 7 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 444 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 445 1 Physical Physical NNP work_zhdjd7ouobhd3hosejfsdrnmfq 445 2 Review Review NNP work_zhdjd7ouobhd3hosejfsdrnmfq 445 3 E E NNP work_zhdjd7ouobhd3hosejfsdrnmfq 445 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 445 5 64 64 CD work_zhdjd7ouobhd3hosejfsdrnmfq 445 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 446 1 Newman Newman NNP work_zhdjd7ouobhd3hosejfsdrnmfq 446 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 446 3 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 446 4 E. E. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 446 5 J. J. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 447 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 447 2 2001 2001 CD work_zhdjd7ouobhd3hosejfsdrnmfq 447 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 447 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 448 1 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 448 2 structure structure NN work_zhdjd7ouobhd3hosejfsdrnmfq 448 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 448 4 scientific scientific JJ work_zhdjd7ouobhd3hosejfsdrnmfq 448 5 collaboration collaboration NN work_zhdjd7ouobhd3hosejfsdrnmfq 448 6 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 448 7 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 449 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 449 2 Proceedings Proceedings NNP work_zhdjd7ouobhd3hosejfsdrnmfq 449 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 449 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 449 5 national national NNP work_zhdjd7ouobhd3hosejfsdrnmfq 449 6 academy academy NNP work_zhdjd7ouobhd3hosejfsdrnmfq 449 7 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 449 8 sciences sciences NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 449 9 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 449 10 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 449 11 United United NNP work_zhdjd7ouobhd3hosejfsdrnmfq 449 12 States States NNP work_zhdjd7ouobhd3hosejfsdrnmfq 449 13 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 449 14 America America NNP work_zhdjd7ouobhd3hosejfsdrnmfq 449 15 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 449 16 Vol Vol NNP work_zhdjd7ouobhd3hosejfsdrnmfq 449 17 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 450 1 98 98 CD work_zhdjd7ouobhd3hosejfsdrnmfq 450 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 450 3 pp pp NNP work_zhdjd7ouobhd3hosejfsdrnmfq 450 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 451 1 404–409 404–409 CD work_zhdjd7ouobhd3hosejfsdrnmfq 451 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 451 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 452 1 Potgieter Potgieter NNP work_zhdjd7ouobhd3hosejfsdrnmfq 452 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 452 3 A. a. NN work_zhdjd7ouobhd3hosejfsdrnmfq 452 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 452 5 April April NNP work_zhdjd7ouobhd3hosejfsdrnmfq 452 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 452 7 K. K. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 452 8 A. A. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 452 9 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 452 10 Cooke Cooke NNP work_zhdjd7ouobhd3hosejfsdrnmfq 452 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 452 12 R. R. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 452 13 J. J. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 452 14 E. E. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 452 15 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 452 16 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 452 17 Osunmakinde Osunmakinde NNP work_zhdjd7ouobhd3hosejfsdrnmfq 452 18 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 452 19 I. I. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 452 20 O. O. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 453 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 453 2 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 453 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 453 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 454 1 Temporality temporality NN work_zhdjd7ouobhd3hosejfsdrnmfq 454 2 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 454 3 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 454 4 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 454 5 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 454 6 Understanding understand VBG work_zhdjd7ouobhd3hosejfsdrnmfq 454 7 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 454 8 complexity complexity NN work_zhdjd7ouobhd3hosejfsdrnmfq 454 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 455 1 Journal Journal NNP work_zhdjd7ouobhd3hosejfsdrnmfq 455 2 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 455 3 Emergence Emergence NNP work_zhdjd7ouobhd3hosejfsdrnmfq 455 4 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 455 5 Complexity Complexity NNP work_zhdjd7ouobhd3hosejfsdrnmfq 455 6 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 455 7 Organization Organization NNP work_zhdjd7ouobhd3hosejfsdrnmfq 455 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 455 9 11(1 11(1 CD work_zhdjd7ouobhd3hosejfsdrnmfq 455 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 455 11 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 455 12 83–96 83–96 CD work_zhdjd7ouobhd3hosejfsdrnmfq 455 13 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 456 1 Qiu Qiu NNP work_zhdjd7ouobhd3hosejfsdrnmfq 456 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 456 3 B. B. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 456 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 456 5 He He NNP work_zhdjd7ouobhd3hosejfsdrnmfq 456 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 456 7 Q. Q. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 456 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 456 9 Yen Yen NNP work_zhdjd7ouobhd3hosejfsdrnmfq 456 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 456 11 J. J. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 457 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 457 2 2011 2011 CD work_zhdjd7ouobhd3hosejfsdrnmfq 457 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 457 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 458 1 Evolution evolution NN work_zhdjd7ouobhd3hosejfsdrnmfq 458 2 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 458 3 node node NN work_zhdjd7ouobhd3hosejfsdrnmfq 458 4 behavior behavior NN work_zhdjd7ouobhd3hosejfsdrnmfq 458 5 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 458 6 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 458 7 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 458 8 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 459 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 459 2 AAAI AAAI NNP work_zhdjd7ouobhd3hosejfsdrnmfq 459 3 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 459 4 pp pp NNP work_zhdjd7ouobhd3hosejfsdrnmfq 459 5 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 460 1 1810–1811 1810–1811 LS work_zhdjd7ouobhd3hosejfsdrnmfq 460 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 460 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 461 1 Salton Salton NNP work_zhdjd7ouobhd3hosejfsdrnmfq 461 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 461 3 G. G. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 461 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 461 5 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 461 6 McGill McGill NNP work_zhdjd7ouobhd3hosejfsdrnmfq 461 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 461 8 M. M. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 461 9 J. J. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 462 1 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 462 2 1986 1986 CD work_zhdjd7ouobhd3hosejfsdrnmfq 462 3 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 462 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 463 1 Introduction introduction NN work_zhdjd7ouobhd3hosejfsdrnmfq 463 2 to to IN work_zhdjd7ouobhd3hosejfsdrnmfq 463 3 modern modern JJ work_zhdjd7ouobhd3hosejfsdrnmfq 463 4 information information NN work_zhdjd7ouobhd3hosejfsdrnmfq 463 5 retrieval retrieval NN work_zhdjd7ouobhd3hosejfsdrnmfq 463 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 464 1 McGraw McGraw NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 2 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 464 3 Hill Hill NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 4 Inc. Inc. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 5 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 464 7 P. P. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 8 R. R. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 9 S. S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 464 11 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 12 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 464 13 R. R. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 14 B. B. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 15 C. C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 464 16 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 464 17 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 464 18 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 464 19 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 465 1 Time Time NNP work_zhdjd7ouobhd3hosejfsdrnmfq 465 2 series series NNP work_zhdjd7ouobhd3hosejfsdrnmfq 465 3 based base VBN work_zhdjd7ouobhd3hosejfsdrnmfq 465 4 link link NNP work_zhdjd7ouobhd3hosejfsdrnmfq 465 5 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 465 6 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 466 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 466 2 Proceedings Proceedings NNP work_zhdjd7ouobhd3hosejfsdrnmfq 466 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 466 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 466 5 2012 2012 CD work_zhdjd7ouobhd3hosejfsdrnmfq 466 6 international international NNP work_zhdjd7ouobhd3hosejfsdrnmfq 466 7 joint joint JJ work_zhdjd7ouobhd3hosejfsdrnmfq 466 8 conference conference NN work_zhdjd7ouobhd3hosejfsdrnmfq 466 9 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 466 10 neural neural JJ work_zhdjd7ouobhd3hosejfsdrnmfq 466 11 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 466 12 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 466 13 pp pp NNP work_zhdjd7ouobhd3hosejfsdrnmfq 466 14 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 467 1 784–790 784–790 LS work_zhdjd7ouobhd3hosejfsdrnmfq 467 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 467 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 468 1 Tylenda Tylenda NNP work_zhdjd7ouobhd3hosejfsdrnmfq 468 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 468 3 T. T. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 468 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 468 5 Angelova Angelova NNP work_zhdjd7ouobhd3hosejfsdrnmfq 468 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 468 7 R. R. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 468 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 468 9 Bedathur Bedathur NNP work_zhdjd7ouobhd3hosejfsdrnmfq 468 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 468 11 S. S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 468 12 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 468 13 2009 2009 CD work_zhdjd7ouobhd3hosejfsdrnmfq 468 14 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 468 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 469 1 Towards towards IN work_zhdjd7ouobhd3hosejfsdrnmfq 469 2 time time NN work_zhdjd7ouobhd3hosejfsdrnmfq 469 3 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 469 4 aware aware JJ work_zhdjd7ouobhd3hosejfsdrnmfq 469 5 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 469 6 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 469 7 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 469 8 evolving evolve VBG work_zhdjd7ouobhd3hosejfsdrnmfq 469 9 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 469 10 networks network NNS work_zhdjd7ouobhd3hosejfsdrnmfq 469 11 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 470 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 470 2 Proceedings proceeding NNS work_zhdjd7ouobhd3hosejfsdrnmfq 470 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 470 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 470 5 third third JJ work_zhdjd7ouobhd3hosejfsdrnmfq 470 6 workshop workshop NN work_zhdjd7ouobhd3hosejfsdrnmfq 470 7 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 470 8 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 470 9 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 470 10 mining mining NN work_zhdjd7ouobhd3hosejfsdrnmfq 470 11 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 470 12 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 470 13 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 470 14 SNA SNA NNP work_zhdjd7ouobhd3hosejfsdrnmfq 470 15 - - HYPH work_zhdjd7ouobhd3hosejfsdrnmfq 470 16 KDD KDD NNP work_zhdjd7ouobhd3hosejfsdrnmfq 470 17 ’ ' '' work_zhdjd7ouobhd3hosejfsdrnmfq 470 18 09 09 CD work_zhdjd7ouobhd3hosejfsdrnmfq 470 19 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 470 20 pp pp NNP work_zhdjd7ouobhd3hosejfsdrnmfq 470 21 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 471 1 1–9 1–9 LS work_zhdjd7ouobhd3hosejfsdrnmfq 471 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 471 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 472 1 Wang Wang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 472 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 472 3 C. C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 472 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 472 5 Satuluri Satuluri NNP work_zhdjd7ouobhd3hosejfsdrnmfq 472 6 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 472 7 V. V. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 472 8 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 472 9 Parthasarathy Parthasarathy NNP work_zhdjd7ouobhd3hosejfsdrnmfq 472 10 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 472 11 S. S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 472 12 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 472 13 2007 2007 CD work_zhdjd7ouobhd3hosejfsdrnmfq 472 14 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 472 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 473 1 Local local JJ work_zhdjd7ouobhd3hosejfsdrnmfq 473 2 probabilistic probabilistic JJ work_zhdjd7ouobhd3hosejfsdrnmfq 473 3 models model NNS work_zhdjd7ouobhd3hosejfsdrnmfq 473 4 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 473 5 link link NN work_zhdjd7ouobhd3hosejfsdrnmfq 473 6 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 473 7 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 474 1 In in IN work_zhdjd7ouobhd3hosejfsdrnmfq 474 2 Proceedings proceeding NNS work_zhdjd7ouobhd3hosejfsdrnmfq 474 3 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 474 4 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 474 5 2007 2007 CD work_zhdjd7ouobhd3hosejfsdrnmfq 474 6 seventh seventh JJ work_zhdjd7ouobhd3hosejfsdrnmfq 474 7 IEEE IEEE NNP work_zhdjd7ouobhd3hosejfsdrnmfq 474 8 international international JJ work_zhdjd7ouobhd3hosejfsdrnmfq 474 9 conference conference NN work_zhdjd7ouobhd3hosejfsdrnmfq 474 10 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 474 11 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 474 12 mining mining NN work_zhdjd7ouobhd3hosejfsdrnmfq 474 13 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 474 14 pp pp NNP work_zhdjd7ouobhd3hosejfsdrnmfq 474 15 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 475 1 322–331 322–331 CD work_zhdjd7ouobhd3hosejfsdrnmfq 475 2 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 475 3 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 476 1 Wasserman Wasserman NNP work_zhdjd7ouobhd3hosejfsdrnmfq 476 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 476 3 S. S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 476 4 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 476 5 & & CC work_zhdjd7ouobhd3hosejfsdrnmfq 476 6 Faust Faust NNP work_zhdjd7ouobhd3hosejfsdrnmfq 476 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 476 8 K. K. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 476 9 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 476 10 1994 1994 CD work_zhdjd7ouobhd3hosejfsdrnmfq 476 11 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 476 12 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 477 1 Social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 477 2 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 477 3 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 477 4 : : : work_zhdjd7ouobhd3hosejfsdrnmfq 477 5 Methods method NNS work_zhdjd7ouobhd3hosejfsdrnmfq 477 6 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 477 7 applications application NNS work_zhdjd7ouobhd3hosejfsdrnmfq 477 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 477 9 structural structural JJ work_zhdjd7ouobhd3hosejfsdrnmfq 477 10 analysis analysis NN work_zhdjd7ouobhd3hosejfsdrnmfq 477 11 in in IN work_zhdjd7ouobhd3hosejfsdrnmfq 477 12 the the DT work_zhdjd7ouobhd3hosejfsdrnmfq 477 13 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 477 14 sciences sciences NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 477 15 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 477 16 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 478 1 Cambridge Cambridge NNP work_zhdjd7ouobhd3hosejfsdrnmfq 478 2 University University NNP work_zhdjd7ouobhd3hosejfsdrnmfq 478 3 Press Press NNP work_zhdjd7ouobhd3hosejfsdrnmfq 478 4 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 479 1 Xiang Xiang NNP work_zhdjd7ouobhd3hosejfsdrnmfq 479 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 479 3 E. E. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 479 4 W. W. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 479 5 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 479 6 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 479 7 2008 2008 CD work_zhdjd7ouobhd3hosejfsdrnmfq 479 8 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 479 9 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 480 1 A a DT work_zhdjd7ouobhd3hosejfsdrnmfq 480 2 survey survey NN work_zhdjd7ouobhd3hosejfsdrnmfq 480 3 on on IN work_zhdjd7ouobhd3hosejfsdrnmfq 480 4 link link JJ work_zhdjd7ouobhd3hosejfsdrnmfq 480 5 prediction prediction NN work_zhdjd7ouobhd3hosejfsdrnmfq 480 6 models model NNS work_zhdjd7ouobhd3hosejfsdrnmfq 480 7 for for IN work_zhdjd7ouobhd3hosejfsdrnmfq 480 8 social social JJ work_zhdjd7ouobhd3hosejfsdrnmfq 480 9 network network NN work_zhdjd7ouobhd3hosejfsdrnmfq 480 10 data datum NNS work_zhdjd7ouobhd3hosejfsdrnmfq 480 11 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 481 1 PhD PhD NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 2 thesis thesis NN work_zhdjd7ouobhd3hosejfsdrnmfq 481 3 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 481 4 PhD phd NN work_zhdjd7ouobhd3hosejfsdrnmfq 481 5 Qualifying Qualifying NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 6 Exam Exam NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 7 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 481 8 Department Department NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 9 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 481 10 Computer Computer NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 11 Science Science NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 12 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 481 13 Engineering Engineering NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 14 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 481 15 The the DT work_zhdjd7ouobhd3hosejfsdrnmfq 481 16 Hong Hong NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 17 Kong Kong NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 18 University University NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 19 of of IN work_zhdjd7ouobhd3hosejfsdrnmfq 481 20 Science Science NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 21 and and CC work_zhdjd7ouobhd3hosejfsdrnmfq 481 22 Technology Technology NNP work_zhdjd7ouobhd3hosejfsdrnmfq 481 23 . . . work_zhdjd7ouobhd3hosejfsdrnmfq 482 1 6660 6660 CD work_zhdjd7ouobhd3hosejfsdrnmfq 482 2 P.R.S. P.R.S. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 483 1 Soares Soares NNP work_zhdjd7ouobhd3hosejfsdrnmfq 483 2 , , , work_zhdjd7ouobhd3hosejfsdrnmfq 483 3 R.B.C. R.B.C. NNP work_zhdjd7ouobhd3hosejfsdrnmfq 484 1 Prudêncio Prudêncio NNP work_zhdjd7ouobhd3hosejfsdrnmfq 484 2 / / SYM work_zhdjd7ouobhd3hosejfsdrnmfq 484 3 Expert Expert NNP work_zhdjd7ouobhd3hosejfsdrnmfq 484 4 Systems Systems NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 484 5 with with IN work_zhdjd7ouobhd3hosejfsdrnmfq 484 6 Applications Applications NNPS work_zhdjd7ouobhd3hosejfsdrnmfq 484 7 40 40 CD work_zhdjd7ouobhd3hosejfsdrnmfq 484 8 ( ( -LRB- work_zhdjd7ouobhd3hosejfsdrnmfq 484 9 2013 2013 CD work_zhdjd7ouobhd3hosejfsdrnmfq 484 10 ) ) -RRB- work_zhdjd7ouobhd3hosejfsdrnmfq 484 11 6652–6660 6652–6660 ADD