id sid tid token lemma pos issue-196 1 1 baltic baltic PROPN issue-196 1 2 journal journal PROPN issue-196 1 3 of of ADP issue-196 1 4 economic economic ADJ issue-196 1 5 studies study NOUN issue-196 1 6 47 47 NUM issue-196 1 7 vol vol NOUN issue-196 1 8 . . PUNCT issue-196 2 1 3 3 NUM issue-196 2 2 , , PUNCT issue-196 2 3 no no INTJ issue-196 2 4 . . NOUN issue-196 2 5 3 3 NUM issue-196 2 6 , , PUNCT issue-196 2 7 2017 2017 NUM issue-196 2 8 corresponding correspond VERB issue-196 2 9 author author NOUN issue-196 2 10 : : PUNCT issue-196 2 11 1 1 NUM issue-196 2 12 department department NOUN issue-196 2 13 of of ADP issue-196 2 14 finance finance NOUN issue-196 2 15 and and CCONJ issue-196 2 16 banking banking NOUN issue-196 2 17 , , PUNCT issue-196 2 18 state state NOUN issue-196 2 19 higher high ADJ issue-196 2 20 educational educational ADJ issue-196 2 21 establishment establishment NOUN issue-196 2 22 “ " PUNCT issue-196 2 23 priazovsky priazovsky ADJ issue-196 2 24 state state PROPN issue-196 2 25 technical technical PROPN issue-196 2 26 university university NOUN issue-196 2 27 ” " PUNCT issue-196 2 28 . . PUNCT issue-196 3 1 e e X issue-196 3 2 - - NOUN issue-196 3 3 mail mail NOUN issue-196 3 4 : : PUNCT issue-196 3 5 mints_a_y@pstu.edu mints_a_y@pstu.edu VERB issue-196 3 6 classification classification NOUN issue-196 3 7 of of ADP issue-196 3 8 tasks task NOUN issue-196 3 9 of of ADP issue-196 3 10 data datum NOUN issue-196 3 11 mining mining NOUN issue-196 3 12 and and CCONJ issue-196 3 13 data datum NOUN issue-196 3 14 processing processing NOUN issue-196 3 15 in in ADP issue-196 3 16 the the DET issue-196 3 17 economy economy NOUN issue-196 3 18 aleksey aleksey PROPN issue-196 3 19 mints1 mints1 PROPN issue-196 4 1 state state NOUN issue-196 4 2 higher high ADJ issue-196 4 3 educational educational ADJ issue-196 4 4 establishment establishment NOUN issue-196 4 5 “ " PUNCT issue-196 4 6 priazovsky priazovsky ADJ issue-196 4 7 state state PROPN issue-196 4 8 technical technical PROPN issue-196 4 9 university university NOUN issue-196 4 10 ” " PUNCT issue-196 4 11 , , PUNCT issue-196 4 12 ukraine ukraine PROPN issue-196 4 13 abstract abstract NOUN issue-196 4 14 . . PUNCT issue-196 5 1 the the DET issue-196 5 2 subject subject NOUN issue-196 5 3 of of ADP issue-196 5 4 the the DET issue-196 5 5 paper paper NOUN issue-196 5 6 is be AUX issue-196 5 7 methods method NOUN issue-196 5 8 of of ADP issue-196 5 9 classification classification NOUN issue-196 5 10 of of ADP issue-196 5 11 data datum NOUN issue-196 5 12 mining mining NOUN issue-196 5 13 and and CCONJ issue-196 5 14 data datum NOUN issue-196 5 15 processing processing NOUN issue-196 5 16 tasks task NOUN issue-196 5 17 in in ADP issue-196 5 18 the the DET issue-196 5 19 economy economy NOUN issue-196 5 20 , , PUNCT issue-196 5 21 as as ADV issue-196 5 22 well well ADV issue-196 5 23 as as ADP issue-196 5 24 their their PRON issue-196 5 25 classification classification NOUN issue-196 5 26 characteristics characteristic NOUN issue-196 5 27 . . PUNCT issue-196 6 1 methodology methodology NOUN issue-196 6 2 . . PUNCT issue-196 7 1 the the DET issue-196 7 2 research research NOUN issue-196 7 3 used use VERB issue-196 7 4 the the DET issue-196 7 5 general general ADJ issue-196 7 6 scientific scientific ADJ issue-196 7 7 methodology methodology NOUN issue-196 7 8 of of ADP issue-196 7 9 analysis analysis NOUN issue-196 7 10 , , PUNCT issue-196 7 11 synthesis synthesis NOUN issue-196 7 12 , , PUNCT issue-196 7 13 generalization generalization NOUN issue-196 7 14 , , PUNCT issue-196 7 15 comparison comparison NOUN issue-196 7 16 . . PUNCT issue-196 8 1 taxonomy taxonomy ADJ issue-196 8 2 methods method NOUN issue-196 8 3 are be AUX issue-196 8 4 used use VERB issue-196 8 5 in in ADP issue-196 8 6 the the DET issue-196 8 7 compilation compilation NOUN issue-196 8 8 of of ADP issue-196 8 9 the the DET issue-196 8 10 classification classification NOUN issue-196 8 11 . . PUNCT issue-196 9 1 the the DET issue-196 9 2 selection selection NOUN issue-196 9 3 of of ADP issue-196 9 4 actual actual ADJ issue-196 9 5 economic economic ADJ issue-196 9 6 problems problem NOUN issue-196 9 7 is be AUX issue-196 9 8 carried carry VERB issue-196 9 9 out out ADP issue-196 9 10 by by ADP issue-196 9 11 researching research VERB issue-196 9 12 scientific scientific ADJ issue-196 9 13 publications publication NOUN issue-196 9 14 on on ADP issue-196 9 15 analysis analysis NOUN issue-196 9 16 and and CCONJ issue-196 9 17 data datum NOUN issue-196 9 18 processing processing NOUN issue-196 9 19 . . PUNCT issue-196 10 1 the the DET issue-196 10 2 purpose purpose NOUN issue-196 10 3 of of ADP issue-196 10 4 the the DET issue-196 10 5 article article NOUN issue-196 10 6 is be AUX issue-196 10 7 to to PART issue-196 10 8 compile compile VERB issue-196 10 9 an an DET issue-196 10 10 actual actual ADJ issue-196 10 11 classification classification NOUN issue-196 10 12 of of ADP issue-196 10 13 data datum NOUN issue-196 10 14 mining mining NOUN issue-196 10 15 and and CCONJ issue-196 10 16 data datum NOUN issue-196 10 17 processing processing NOUN issue-196 10 18 tasks task NOUN issue-196 10 19 in in ADP issue-196 10 20 the the DET issue-196 10 21 economy economy NOUN issue-196 10 22 and and CCONJ issue-196 10 23 to to PART issue-196 10 24 refine refine VERB issue-196 10 25 the the DET issue-196 10 26 terminology terminology NOUN issue-196 10 27 of of ADP issue-196 10 28 this this DET issue-196 10 29 branch branch NOUN issue-196 10 30 of of ADP issue-196 10 31 science science NOUN issue-196 10 32 . . PUNCT issue-196 11 1 results result NOUN issue-196 11 2 . . PUNCT issue-196 12 1 the the DET issue-196 12 2 classification classification NOUN issue-196 12 3 of of ADP issue-196 12 4 data datum NOUN issue-196 12 5 mining mining NOUN issue-196 12 6 tasks task NOUN issue-196 12 7 is be AUX issue-196 12 8 proposed propose VERB issue-196 12 9 , , PUNCT issue-196 12 10 consisting consist VERB issue-196 12 11 of of ADP issue-196 12 12 four four NUM issue-196 12 13 levels level NOUN issue-196 12 14 . . PUNCT issue-196 13 1 all all DET issue-196 13 2 economic economic ADJ issue-196 13 3 tasks task NOUN issue-196 13 4 of of ADP issue-196 13 5 data datum NOUN issue-196 13 6 mining mining NOUN issue-196 13 7 are be AUX issue-196 13 8 divided divide VERB issue-196 13 9 into into ADP issue-196 13 10 two two NUM issue-196 13 11 large large ADJ issue-196 13 12 groups group NOUN issue-196 13 13 : : PUNCT issue-196 13 14 predictive predictive ADJ issue-196 13 15 and and CCONJ issue-196 13 16 descriptive descriptive ADJ issue-196 13 17 . . PUNCT issue-196 14 1 each each DET issue-196 14 2 group group NOUN issue-196 14 3 is be AUX issue-196 14 4 subdivided subdivide VERB issue-196 14 5 into into ADP issue-196 14 6 several several ADJ issue-196 14 7 classes class NOUN issue-196 14 8 , , PUNCT issue-196 14 9 which which PRON issue-196 14 10 combine combine VERB issue-196 14 11 tasks task NOUN issue-196 14 12 with with ADP issue-196 14 13 similar similar ADJ issue-196 14 14 taxonomic taxonomic ADJ issue-196 14 15 features feature NOUN issue-196 14 16 . . PUNCT issue-196 15 1 these these PRON issue-196 15 2 are be AUX issue-196 15 3 the the DET issue-196 15 4 classes class NOUN issue-196 15 5 of of ADP issue-196 15 6 tasks task NOUN issue-196 15 7 classification classification NOUN issue-196 15 8 , , PUNCT issue-196 15 9 regression regression NOUN issue-196 15 10 , , PUNCT issue-196 15 11 clustering clustering NOUN issue-196 15 12 , , PUNCT issue-196 15 13 link link VERB issue-196 15 14 analysis analysis NOUN issue-196 15 15 , , PUNCT issue-196 15 16 and and CCONJ issue-196 15 17 outlier outlier ADJ issue-196 15 18 analysis analysis NOUN issue-196 15 19 . . PUNCT issue-196 16 1 classes class NOUN issue-196 16 2 of of ADP issue-196 16 3 tasks task NOUN issue-196 16 4 are be AUX issue-196 16 5 divided divide VERB issue-196 16 6 into into ADP issue-196 16 7 types type NOUN issue-196 16 8 . . PUNCT issue-196 17 1 an an DET issue-196 17 2 important important ADJ issue-196 17 3 criterion criterion NOUN issue-196 17 4 for for ADP issue-196 17 5 this this PRON issue-196 17 6 is be AUX issue-196 17 7 the the DET issue-196 17 8 dimensionality dimensionality NOUN issue-196 17 9 of of ADP issue-196 17 10 the the DET issue-196 17 11 input input NOUN issue-196 17 12 data datum NOUN issue-196 17 13 representation representation NOUN issue-196 17 14 . . PUNCT issue-196 18 1 it it PRON issue-196 18 2 means mean VERB issue-196 18 3 the the DET issue-196 18 4 number number NOUN issue-196 18 5 of of ADP issue-196 18 6 neighbours neighbour NOUN issue-196 18 7 for for ADP issue-196 18 8 each each DET issue-196 18 9 individual individual ADJ issue-196 18 10 data datum NOUN issue-196 18 11 element element NOUN issue-196 18 12 . . PUNCT issue-196 19 1 the the DET issue-196 19 2 data datum NOUN issue-196 19 3 can can AUX issue-196 19 4 be be AUX issue-196 19 5 presented present VERB issue-196 19 6 in in ADP issue-196 19 7 the the DET issue-196 19 8 form form NOUN issue-196 19 9 of of ADP issue-196 19 10 series series NOUN issue-196 19 11 , , PUNCT issue-196 19 12 matrices matrix NOUN issue-196 19 13 , , PUNCT issue-196 19 14 and and CCONJ issue-196 19 15 graphs graph NOUN issue-196 19 16 . . PUNCT issue-196 20 1 the the DET issue-196 20 2 methods method NOUN issue-196 20 3 of of ADP issue-196 20 4 analysing analyse VERB issue-196 20 5 each each DET issue-196 20 6 form form NOUN issue-196 20 7 of of ADP issue-196 20 8 data datum NOUN issue-196 20 9 presentation presentation NOUN issue-196 20 10 vary vary VERB issue-196 20 11 considerably considerably ADV issue-196 20 12 . . PUNCT issue-196 21 1 the the DET issue-196 21 2 definition definition NOUN issue-196 21 3 of of ADP issue-196 21 4 data datum NOUN issue-196 21 5 processing processing NOUN issue-196 21 6 is be AUX issue-196 21 7 clarified clarify VERB issue-196 21 8 and and CCONJ issue-196 21 9 a a DET issue-196 21 10 classification classification NOUN issue-196 21 11 of of ADP issue-196 21 12 relevant relevant ADJ issue-196 21 13 tasks task NOUN issue-196 21 14 is be AUX issue-196 21 15 proposed propose VERB issue-196 21 16 . . PUNCT issue-196 22 1 at at ADP issue-196 22 2 the the DET issue-196 22 3 top top ADJ issue-196 22 4 level level NOUN issue-196 22 5 of of ADP issue-196 22 6 classification classification NOUN issue-196 22 7 , , PUNCT issue-196 22 8 the the DET issue-196 22 9 data data NOUN issue-196 22 10 processing processing NOUN issue-196 22 11 tasks task NOUN issue-196 22 12 are be AUX issue-196 22 13 divided divide VERB issue-196 22 14 into into ADP issue-196 22 15 two two NUM issue-196 22 16 groups group NOUN issue-196 22 17 , , PUNCT issue-196 22 18 depending depend VERB issue-196 22 19 on on ADP issue-196 22 20 whether whether SCONJ issue-196 22 21 the the DET issue-196 22 22 order order NOUN issue-196 22 23 of of ADP issue-196 22 24 the the DET issue-196 22 25 elements element NOUN issue-196 22 26 in in ADP issue-196 22 27 the the DET issue-196 22 28 input input NOUN issue-196 22 29 data data NOUN issue-196 22 30 changes change NOUN issue-196 22 31 or or CCONJ issue-196 22 32 not not PART issue-196 22 33 . . PUNCT issue-196 23 1 the the DET issue-196 23 2 main main ADJ issue-196 23 3 classes class NOUN issue-196 23 4 of of ADP issue-196 23 5 data datum NOUN issue-196 23 6 processing processing NOUN issue-196 23 7 tasks task NOUN issue-196 23 8 are be AUX issue-196 23 9 identified identify VERB issue-196 23 10 , , PUNCT issue-196 23 11 such such ADJ issue-196 23 12 as as ADP issue-196 23 13 ranking ranking ADJ issue-196 23 14 , , PUNCT issue-196 23 15 sorting sorting NOUN issue-196 23 16 , , PUNCT issue-196 23 17 filtering filtering NOUN issue-196 23 18 , , PUNCT issue-196 23 19 cleansing cleansing NOUN issue-196 23 20 , , PUNCT issue-196 23 21 recovery recovery NOUN issue-196 23 22 , , PUNCT issue-196 23 23 and and CCONJ issue-196 23 24 quantization quantization NOUN issue-196 23 25 . . PUNCT issue-196 24 1 practical practical ADJ issue-196 24 2 use use NOUN issue-196 24 3 . . PUNCT issue-196 25 1 the the DET issue-196 25 2 results result NOUN issue-196 25 3 of of ADP issue-196 25 4 the the DET issue-196 25 5 research research NOUN issue-196 25 6 can can AUX issue-196 25 7 be be AUX issue-196 25 8 used use VERB issue-196 25 9 to to PART issue-196 25 10 model model VERB issue-196 25 11 intellectual intellectual ADJ issue-196 25 12 decision decision NOUN issue-196 25 13 - - PUNCT issue-196 25 14 support support NOUN issue-196 25 15 systems system NOUN issue-196 25 16 . . PUNCT issue-196 26 1 they they PRON issue-196 26 2 allow allow VERB issue-196 26 3 improving improve VERB issue-196 26 4 the the DET issue-196 26 5 processes process NOUN issue-196 26 6 of of ADP issue-196 26 7 problem problem NOUN issue-196 26 8 formulation formulation NOUN issue-196 26 9 in in ADP issue-196 26 10 data datum NOUN issue-196 26 11 mining mining NOUN issue-196 26 12 and and CCONJ issue-196 26 13 data datum NOUN issue-196 26 14 processing processing NOUN issue-196 26 15 tasks task NOUN issue-196 26 16 . . PUNCT issue-196 27 1 also also ADV issue-196 27 2 , , PUNCT issue-196 27 3 it it PRON issue-196 27 4 helps help VERB issue-196 27 5 in in ADP issue-196 27 6 the the DET issue-196 27 7 formalization formalization NOUN issue-196 27 8 of of ADP issue-196 27 9 the the DET issue-196 27 10 procedures procedure NOUN issue-196 27 11 for for ADP issue-196 27 12 selecting select VERB issue-196 27 13 methods method NOUN issue-196 27 14 of of ADP issue-196 27 15 their their PRON issue-196 27 16 solutions solution NOUN issue-196 27 17 . . PUNCT issue-196 28 1 this this PRON issue-196 28 2 leads lead VERB issue-196 28 3 to to ADP issue-196 28 4 an an DET issue-196 28 5 increase increase NOUN issue-196 28 6 in in ADP issue-196 28 7 economic economic ADJ issue-196 28 8 efficiency efficiency NOUN issue-196 28 9 . . PUNCT issue-196 29 1 key key ADJ issue-196 29 2 words word NOUN issue-196 29 3 : : PUNCT issue-196 29 4 data datum NOUN issue-196 29 5 mining mining NOUN issue-196 29 6 , , PUNCT issue-196 29 7 data datum NOUN issue-196 29 8 processing processing NOUN issue-196 29 9 , , PUNCT issue-196 29 10 classification classification NOUN issue-196 29 11 , , PUNCT issue-196 29 12 economical economical ADJ issue-196 29 13 tasks task NOUN issue-196 29 14 , , PUNCT issue-196 29 15 regression regression NOUN issue-196 29 16 , , PUNCT issue-196 29 17 clustering clustering NOUN issue-196 29 18 , , PUNCT issue-196 29 19 link link VERB issue-196 29 20 analysis analysis NOUN issue-196 29 21 , , PUNCT issue-196 29 22 outlier outlier NOUN issue-196 29 23 analysis analysis NOUN issue-196 29 24 . . PUNCT issue-196 30 1 jel jel PROPN issue-196 30 2 classification classification NOUN issue-196 30 3 : : PUNCT issue-196 30 4 b41 b41 NOUN issue-196 30 5 , , PUNCT issue-196 30 6 c10 c10 PROPN issue-196 30 7 , , PUNCT issue-196 30 8 c45 c45 PROPN issue-196 30 9 , , PUNCT issue-196 30 10 c80 c80 NOUN issue-196 30 11 1 1 NUM issue-196 30 12 . . PUNCT issue-196 31 1 introduction introduction NOUN issue-196 31 2 systematization systematization NOUN issue-196 31 3 and and CCONJ issue-196 31 4 classification classification NOUN issue-196 31 5 are be AUX issue-196 31 6 the the DET issue-196 31 7 most most ADV issue-196 31 8 important important ADJ issue-196 31 9 components component NOUN issue-196 31 10 of of ADP issue-196 31 11 scientific scientific ADJ issue-196 31 12 research research NOUN issue-196 31 13 and and CCONJ issue-196 31 14 in in ADP issue-196 31 15 a a DET issue-196 31 16 number number NOUN issue-196 31 17 of of ADP issue-196 31 18 sources source NOUN issue-196 31 19 are be AUX issue-196 31 20 considered consider VERB issue-196 31 21 as as ADP issue-196 31 22 one one NUM issue-196 31 23 of of ADP issue-196 31 24 the the DET issue-196 31 25 main main ADJ issue-196 31 26 functions function NOUN issue-196 31 27 of of ADP issue-196 31 28 science science NOUN issue-196 31 29 . . PUNCT issue-196 32 1 work work NOUN issue-196 32 2 on on ADP issue-196 32 3 the the DET issue-196 32 4 systematization systematization NOUN issue-196 32 5 of of ADP issue-196 32 6 knowledge knowledge NOUN issue-196 32 7 contributes contribute VERB issue-196 32 8 to to ADP issue-196 32 9 the the DET issue-196 32 10 development development NOUN issue-196 32 11 of of ADP issue-196 32 12 science science NOUN issue-196 32 13 and and CCONJ issue-196 32 14 its its PRON issue-196 32 15 transition transition NOUN issue-196 32 16 from from ADP issue-196 32 17 the the DET issue-196 32 18 empirical empirical NOUN issue-196 32 19 to to ADP issue-196 32 20 the the DET issue-196 32 21 system system NOUN issue-196 32 22 level level NOUN issue-196 32 23 . . PUNCT issue-196 33 1 if if SCONJ issue-196 33 2 the the DET issue-196 33 3 classification classification NOUN issue-196 33 4 is be AUX issue-196 33 5 based base VERB issue-196 33 6 on on ADP issue-196 33 7 objectively objectively ADV issue-196 33 8 existing exist VERB issue-196 33 9 ( ( PUNCT issue-196 33 10 natural natural ADJ issue-196 33 11 ) ) PUNCT issue-196 33 12 signs sign NOUN issue-196 33 13 , , PUNCT issue-196 33 14 then then ADV issue-196 33 15 it it PRON issue-196 33 16 itself itself PRON issue-196 33 17 can can AUX issue-196 33 18 be be AUX issue-196 33 19 an an DET issue-196 33 20 instrument instrument NOUN issue-196 33 21 of of ADP issue-196 33 22 scientific scientific ADJ issue-196 33 23 knowledge knowledge NOUN issue-196 33 24 and and CCONJ issue-196 33 25 serve serve VERB issue-196 33 26 to to PART issue-196 33 27 obtain obtain VERB issue-196 33 28 new new ADJ issue-196 33 29 knowledge knowledge NOUN issue-196 33 30 and and CCONJ issue-196 33 31 patterns pattern NOUN issue-196 33 32 . . PUNCT issue-196 34 1 at at ADP issue-196 34 2 the the DET issue-196 34 3 present present ADJ issue-196 34 4 time time NOUN issue-196 34 5 , , PUNCT issue-196 34 6 the the DET issue-196 34 7 theory theory NOUN issue-196 34 8 and and CCONJ issue-196 34 9 practice practice NOUN issue-196 34 10 of of ADP issue-196 34 11 intelligent intelligent ADJ issue-196 34 12 computing computing NOUN issue-196 34 13 are be AUX issue-196 34 14 rapidly rapidly ADV issue-196 34 15 developing develop VERB issue-196 34 16 . . PUNCT issue-196 35 1 there there PRON issue-196 35 2 are be VERB issue-196 35 3 constantly constantly ADV issue-196 35 4 emerging emerge VERB issue-196 35 5 new new ADJ issue-196 35 6 applications application NOUN issue-196 35 7 of of ADP issue-196 35 8 the the DET issue-196 35 9 data data NOUN issue-196 35 10 mining mining NOUN issue-196 35 11 and and CCONJ issue-196 35 12 data datum NOUN issue-196 35 13 processing processing NOUN issue-196 35 14 . . PUNCT issue-196 36 1 however however ADV issue-196 36 2 , , PUNCT issue-196 36 3 for for ADP issue-196 36 4 the the DET issue-196 36 5 classification classification NOUN issue-196 36 6 of of ADP issue-196 36 7 these these DET issue-196 36 8 tasks task NOUN issue-196 36 9 , , PUNCT issue-196 36 10 the the DET issue-196 36 11 methods method NOUN issue-196 36 12 that that PRON issue-196 36 13 are be AUX issue-196 36 14 proposed propose VERB issue-196 36 15 in in ADP issue-196 36 16 the the DET issue-196 36 17 last last ADJ issue-196 36 18 century century NOUN issue-196 36 19 are be AUX issue-196 36 20 still still ADV issue-196 36 21 used use VERB issue-196 36 22 . . PUNCT issue-196 37 1 they they PRON issue-196 37 2 do do AUX issue-196 37 3 not not PART issue-196 37 4 take take VERB issue-196 37 5 into into ADP issue-196 37 6 account account NOUN issue-196 37 7 many many ADJ issue-196 37 8 areas area NOUN issue-196 37 9 of of ADP issue-196 37 10 modern modern ADJ issue-196 37 11 research research NOUN issue-196 37 12 , , PUNCT issue-196 37 13 which which PRON issue-196 37 14 complicates complicate VERB issue-196 37 15 the the DET issue-196 37 16 systematization systematization NOUN issue-196 37 17 of of ADP issue-196 37 18 knowledge knowledge NOUN issue-196 37 19 in in ADP issue-196 37 20 the the DET issue-196 37 21 field field NOUN issue-196 37 22 of of ADP issue-196 37 23 intelligent intelligent ADJ issue-196 37 24 computing computing NOUN issue-196 37 25 . . PUNCT issue-196 38 1 the the DET issue-196 38 2 current current ADJ issue-196 38 3 paper paper NOUN issue-196 38 4 aims aim VERB issue-196 38 5 to to PART issue-196 38 6 compile compile VERB issue-196 38 7 an an DET issue-196 38 8 actual actual ADJ issue-196 38 9 classification classification NOUN issue-196 38 10 of of ADP issue-196 38 11 data datum NOUN issue-196 38 12 mining mining NOUN issue-196 38 13 and and CCONJ issue-196 38 14 data datum NOUN issue-196 38 15 processing processing NOUN issue-196 38 16 tasks task NOUN issue-196 38 17 in in ADP issue-196 38 18 the the DET issue-196 38 19 economy economy NOUN issue-196 38 20 and and CCONJ issue-196 38 21 to to PART issue-196 38 22 refine refine VERB issue-196 38 23 the the DET issue-196 38 24 terminology terminology NOUN issue-196 38 25 of of ADP issue-196 38 26 this this DET issue-196 38 27 branch branch NOUN issue-196 38 28 of of ADP issue-196 38 29 science science NOUN issue-196 38 30 . . PUNCT issue-196 39 1 for for ADP issue-196 39 2 this this PRON issue-196 39 3 , , PUNCT issue-196 39 4 it it PRON issue-196 39 5 is be AUX issue-196 39 6 necessary necessary ADJ issue-196 39 7 to to PART issue-196 39 8 systematize systematize VERB issue-196 39 9 the the DET issue-196 39 10 existing exist VERB issue-196 39 11 approaches approach NOUN issue-196 39 12 to to ADP issue-196 39 13 the the DET issue-196 39 14 classification classification NOUN issue-196 39 15 of of ADP issue-196 39 16 data datum NOUN issue-196 39 17 mining mining NOUN issue-196 39 18 tasks task NOUN issue-196 39 19 . . PUNCT issue-196 40 1 it it PRON issue-196 40 2 is be AUX issue-196 40 3 needed need VERB issue-196 40 4 to to PART issue-196 40 5 select select VERB issue-196 40 6 tasks task NOUN issue-196 40 7 that that PRON issue-196 40 8 go go VERB issue-196 40 9 beyond beyond ADP issue-196 40 10 the the DET issue-196 40 11 existing exist VERB issue-196 40 12 classification classification NOUN issue-196 40 13 and and CCONJ issue-196 40 14 to to PART issue-196 40 15 propose propose VERB issue-196 40 16 natural natural ADJ issue-196 40 17 classification classification NOUN issue-196 40 18 features feature NOUN issue-196 40 19 of of ADP issue-196 40 20 data datum NOUN issue-196 40 21 mining mining NOUN issue-196 40 22 tasks task NOUN issue-196 40 23 in in ADP issue-196 40 24 the the DET issue-196 40 25 economy economy NOUN issue-196 40 26 . . PUNCT issue-196 41 1 then then ADV issue-196 41 2 it it PRON issue-196 41 3 is be AUX issue-196 41 4 needed need VERB issue-196 41 5 to to PART issue-196 41 6 create create VERB issue-196 41 7 a a DET issue-196 41 8 new new ADJ issue-196 41 9 classification classification NOUN issue-196 41 10 , , PUNCT issue-196 41 11 taking take VERB issue-196 41 12 into into ADP issue-196 41 13 account account NOUN issue-196 41 14 the the DET issue-196 41 15 actual actual ADJ issue-196 41 16 economic economic ADJ issue-196 41 17 tasks task NOUN issue-196 41 18 . . PUNCT issue-196 42 1 similar similar ADJ issue-196 42 2 problems problem NOUN issue-196 42 3 must must AUX issue-196 42 4 be be AUX issue-196 42 5 solved solve VERB issue-196 42 6 for for ADP issue-196 42 7 the the DET issue-196 42 8 data datum NOUN issue-196 42 9 processing processing NOUN issue-196 42 10 tasks task NOUN issue-196 42 11 classification classification NOUN issue-196 42 12 . . PUNCT issue-196 43 1 2 2 X issue-196 43 2 . . X issue-196 43 3 analysis analysis NOUN issue-196 43 4 of of ADP issue-196 43 5 existing exist VERB issue-196 43 6 approaches approach NOUN issue-196 43 7 to to ADP issue-196 43 8 data datum NOUN issue-196 43 9 mining mining NOUN issue-196 43 10 tasks task NOUN issue-196 43 11 classification classification NOUN issue-196 43 12 depending depend VERB issue-196 43 13 on on ADP issue-196 43 14 the the DET issue-196 43 15 purpose purpose NOUN issue-196 43 16 of of ADP issue-196 43 17 the the DET issue-196 43 18 actions action NOUN issue-196 43 19 performed perform VERB issue-196 43 20 , , PUNCT issue-196 43 21 it it PRON issue-196 43 22 is be AUX issue-196 43 23 necessary necessary ADJ issue-196 43 24 to to PART issue-196 43 25 select select VERB issue-196 43 26 the the DET issue-196 43 27 tasks task NOUN issue-196 43 28 of of ADP issue-196 43 29 data datum NOUN issue-196 43 30 mining mining NOUN issue-196 43 31 and and CCONJ issue-196 43 32 data datum NOUN issue-196 43 33 processing processing NOUN issue-196 43 34 . . PUNCT issue-196 44 1 we we PRON issue-196 44 2 will will AUX issue-196 44 3 dwell dwell VERB issue-196 44 4 on on ADP issue-196 44 5 this this DET issue-196 44 6 classification classification NOUN issue-196 44 7 in in ADP issue-196 44 8 detail detail NOUN issue-196 44 9 . . PUNCT issue-196 45 1 baltic baltic PROPN issue-196 45 2 journal journal PROPN issue-196 45 3 of of ADP issue-196 45 4 economic economic ADJ issue-196 45 5 studies study NOUN issue-196 45 6 48 48 NUM issue-196 45 7 vol vol NOUN issue-196 45 8 . . PUNCT issue-196 46 1 3 3 NUM issue-196 46 2 , , PUNCT issue-196 46 3 no no INTJ issue-196 46 4 . . NOUN issue-196 46 5 3 3 NUM issue-196 46 6 , , PUNCT issue-196 46 7 2017 2017 NUM issue-196 46 8 data datum NOUN issue-196 46 9 mining mining NOUN issue-196 46 10 can can AUX issue-196 46 11 be be AUX issue-196 46 12 defined define VERB issue-196 46 13 as as ADP issue-196 46 14 the the DET issue-196 46 15 process process NOUN issue-196 46 16 of of ADP issue-196 46 17 translating translate VERB issue-196 46 18 data datum NOUN issue-196 46 19 into into ADP issue-196 46 20 information information NOUN issue-196 46 21 ( ( PUNCT issue-196 46 22 larose larose PROPN issue-196 46 23 , , PUNCT issue-196 46 24 2004 2004 NUM issue-196 46 25 ) ) PUNCT issue-196 46 26 . . PUNCT issue-196 47 1 in in ADP issue-196 47 2 other other ADJ issue-196 47 3 words word NOUN issue-196 47 4 , , PUNCT issue-196 47 5 it it PRON issue-196 47 6 is be AUX issue-196 47 7 extracting extract VERB issue-196 47 8 the the DET issue-196 47 9 information information NOUN issue-196 47 10 from from ADP issue-196 47 11 the the DET issue-196 47 12 “ " PUNCT issue-196 47 13 raw raw ADJ issue-196 47 14 ” " PUNCT issue-196 47 15 data datum NOUN issue-196 47 16 useful useful ADJ issue-196 47 17 to to ADP issue-196 47 18 the the DET issue-196 47 19 researcher researcher NOUN issue-196 47 20 . . PUNCT issue-196 48 1 these these DET issue-196 48 2 data datum NOUN issue-196 48 3 include include VERB issue-196 48 4 the the DET issue-196 48 5 relationships relationship NOUN issue-196 48 6 hidden hide VERB issue-196 48 7 in in ADP issue-196 48 8 the the DET issue-196 48 9 data data NOUN issue-196 48 10 array array NOUN issue-196 48 11 among among ADP issue-196 48 12 its its PRON issue-196 48 13 various various ADJ issue-196 48 14 subsets subset NOUN issue-196 48 15 . . PUNCT issue-196 49 1 by by ADP issue-196 49 2 the the DET issue-196 49 3 term term NOUN issue-196 49 4 data datum NOUN issue-196 49 5 processing processing NOUN issue-196 49 6 we we PRON issue-196 49 7 mean mean VERB issue-196 49 8 the the DET issue-196 49 9 processes process NOUN issue-196 49 10 of of ADP issue-196 49 11 data datum NOUN issue-196 49 12 transformation transformation NOUN issue-196 49 13 , , PUNCT issue-196 49 14 that that ADV issue-196 49 15 is is ADV issue-196 49 16 , , PUNCT issue-196 49 17 actions action NOUN issue-196 49 18 resulting result VERB issue-196 49 19 in in ADP issue-196 49 20 a a DET issue-196 49 21 different different ADJ issue-196 49 22 one one NOUN issue-196 49 23 from from ADP issue-196 49 24 the the DET issue-196 49 25 same same ADJ issue-196 49 26 data data NOUN issue-196 49 27 array array NOUN issue-196 49 28 , , PUNCT issue-196 49 29 with with ADP issue-196 49 30 the the DET issue-196 49 31 given give VERB issue-196 49 32 properties property NOUN issue-196 49 33 . . PUNCT issue-196 50 1 the the DET issue-196 50 2 aim aim NOUN issue-196 50 3 of of ADP issue-196 50 4 these these DET issue-196 50 5 actions action NOUN issue-196 50 6 is be AUX issue-196 50 7 to to PART issue-196 50 8 “ " PUNCT issue-196 50 9 improve improve VERB issue-196 50 10 ” " PUNCT issue-196 50 11 the the DET issue-196 50 12 data datum NOUN issue-196 50 13 within within ADP issue-196 50 14 the the DET issue-196 50 15 specified specify VERB issue-196 50 16 criteria criterion NOUN issue-196 50 17 . . PUNCT issue-196 51 1 it it PRON issue-196 51 2 should should AUX issue-196 51 3 be be AUX issue-196 51 4 noted note VERB issue-196 51 5 that that SCONJ issue-196 51 6 in in ADP issue-196 51 7 the the DET issue-196 51 8 analysis analysis NOUN issue-196 51 9 , , PUNCT issue-196 51 10 the the DET issue-196 51 11 dimensionality dimensionality NOUN issue-196 51 12 of of ADP issue-196 51 13 the the DET issue-196 51 14 data datum NOUN issue-196 51 15 at at ADP issue-196 51 16 the the DET issue-196 51 17 output output NOUN issue-196 51 18 does do AUX issue-196 51 19 not not PART issue-196 51 20 usually usually ADV issue-196 51 21 depend depend VERB issue-196 51 22 directly directly ADV issue-196 51 23 on on ADP issue-196 51 24 the the DET issue-196 51 25 dimension dimension NOUN issue-196 51 26 of of ADP issue-196 51 27 the the DET issue-196 51 28 input input NOUN issue-196 51 29 sample sample NOUN issue-196 51 30 . . PUNCT issue-196 52 1 at at ADP issue-196 52 2 the the DET issue-196 52 3 same same ADJ issue-196 52 4 time time NOUN issue-196 52 5 , , PUNCT issue-196 52 6 when when SCONJ issue-196 52 7 processing processing NOUN issue-196 52 8 data datum NOUN issue-196 52 9 , , PUNCT issue-196 52 10 the the DET issue-196 52 11 dimensions dimension NOUN issue-196 52 12 of of ADP issue-196 52 13 the the DET issue-196 52 14 input input NOUN issue-196 52 15 and and CCONJ issue-196 52 16 output output NOUN issue-196 52 17 samples sample NOUN issue-196 52 18 are be AUX issue-196 52 19 closely closely ADV issue-196 52 20 related relate VERB issue-196 52 21 . . PUNCT issue-196 53 1 the the DET issue-196 53 2 tasks task NOUN issue-196 53 3 of of ADP issue-196 53 4 data datum NOUN issue-196 53 5 mining mining NOUN issue-196 53 6 are be AUX issue-196 53 7 divided divide VERB issue-196 53 8 into into ADP issue-196 53 9 two two NUM issue-196 53 10 large large ADJ issue-196 53 11 groups group NOUN issue-196 53 12 : : PUNCT issue-196 53 13 predictive predictive ADJ issue-196 53 14 and and CCONJ issue-196 53 15 descriptive descriptive ADJ issue-196 53 16 . . PUNCT issue-196 54 1 the the DET issue-196 54 2 predictive predictive ADJ issue-196 54 3 tasks task NOUN issue-196 54 4 are be AUX issue-196 54 5 related relate VERB issue-196 54 6 to to ADP issue-196 54 7 the the DET issue-196 54 8 construction construction NOUN issue-196 54 9 of of ADP issue-196 54 10 a a DET issue-196 54 11 model model NOUN issue-196 54 12 that that PRON issue-196 54 13 can can AUX issue-196 54 14 be be AUX issue-196 54 15 used use VERB issue-196 54 16 to to PART issue-196 54 17 predict predict VERB issue-196 54 18 the the DET issue-196 54 19 behaviour behaviour NOUN issue-196 54 20 of of ADP issue-196 54 21 the the DET issue-196 54 22 analysed analyse VERB issue-196 54 23 system system NOUN issue-196 54 24 in in ADP issue-196 54 25 a a DET issue-196 54 26 situation situation NOUN issue-196 54 27 that that PRON issue-196 54 28 has have AUX issue-196 54 29 not not PART issue-196 54 30 previously previously ADV issue-196 54 31 been be AUX issue-196 54 32 observed observe VERB issue-196 54 33 . . PUNCT issue-196 55 1 they they PRON issue-196 55 2 include include VERB issue-196 55 3 the the DET issue-196 55 4 tasks task NOUN issue-196 55 5 of of ADP issue-196 55 6 predicting predict VERB issue-196 55 7 bankruptcy bankruptcy NOUN issue-196 55 8 , , PUNCT issue-196 55 9 forecasting forecast VERB issue-196 55 10 financial financial ADJ issue-196 55 11 time time NOUN issue-196 55 12 series series NOUN issue-196 55 13 , , PUNCT issue-196 55 14 and and CCONJ issue-196 55 15 many many ADJ issue-196 55 16 others other NOUN issue-196 55 17 . . PUNCT issue-196 56 1 the the DET issue-196 56 2 purpose purpose NOUN issue-196 56 3 of of ADP issue-196 56 4 solving solve VERB issue-196 56 5 descriptive descriptive ADJ issue-196 56 6 problems problem NOUN issue-196 56 7 is be AUX issue-196 56 8 to to PART issue-196 56 9 search search VERB issue-196 56 10 for for ADP issue-196 56 11 hidden hidden ADJ issue-196 56 12 regularities regularity NOUN issue-196 56 13 in in ADP issue-196 56 14 the the DET issue-196 56 15 data datum NOUN issue-196 56 16 , , PUNCT issue-196 56 17 their their PRON issue-196 56 18 description description NOUN issue-196 56 19 , , PUNCT issue-196 56 20 and and CCONJ issue-196 56 21 derivation derivation NOUN issue-196 56 22 of of ADP issue-196 56 23 rules rule NOUN issue-196 56 24 that that PRON issue-196 56 25 can can AUX issue-196 56 26 be be AUX issue-196 56 27 used use VERB issue-196 56 28 in in ADP issue-196 56 29 the the DET issue-196 56 30 future future NOUN issue-196 56 31 to to PART issue-196 56 32 improve improve VERB issue-196 56 33 work work NOUN issue-196 56 34 efficiency efficiency NOUN issue-196 56 35 . . PUNCT issue-196 57 1 therefore therefore ADV issue-196 57 2 , , PUNCT issue-196 57 3 this this DET issue-196 57 4 group group NOUN issue-196 57 5 of of ADP issue-196 57 6 tasks task NOUN issue-196 57 7 is be AUX issue-196 57 8 also also ADV issue-196 57 9 called call VERB issue-196 57 10 the the DET issue-196 57 11 tasks task NOUN issue-196 57 12 of of ADP issue-196 57 13 structured structured ADJ issue-196 57 14 data datum NOUN issue-196 57 15 mining mining NOUN issue-196 57 16 . . PUNCT issue-196 58 1 these these DET issue-196 58 2 tasks task NOUN issue-196 58 3 include include VERB issue-196 58 4 a a DET issue-196 58 5 large large ADJ issue-196 58 6 number number NOUN issue-196 58 7 of of ADP issue-196 58 8 marketing marketing NOUN issue-196 58 9 tasks task NOUN issue-196 58 10 related relate VERB issue-196 58 11 to to ADP issue-196 58 12 the the DET issue-196 58 13 analysis analysis NOUN issue-196 58 14 of of ADP issue-196 58 15 various various ADJ issue-196 58 16 target target NOUN issue-196 58 17 groups group NOUN issue-196 58 18 and and CCONJ issue-196 58 19 the the DET issue-196 58 20 identification identification NOUN issue-196 58 21 of of ADP issue-196 58 22 preferences preference NOUN issue-196 58 23 of of ADP issue-196 58 24 their their PRON issue-196 58 25 participants participant NOUN issue-196 58 26 , , PUNCT issue-196 58 27 the the DET issue-196 58 28 behaviour behaviour NOUN issue-196 58 29 analysis analysis NOUN issue-196 58 30 problems problem NOUN issue-196 58 31 , , PUNCT issue-196 58 32 and and CCONJ issue-196 58 33 others other NOUN issue-196 58 34 . . PUNCT issue-196 59 1 descriptive descriptive ADJ issue-196 59 2 and and CCONJ issue-196 59 3 predictive predictive ADJ issue-196 59 4 problems problem NOUN issue-196 59 5 should should AUX issue-196 59 6 not not PART issue-196 59 7 be be AUX issue-196 59 8 considered consider VERB issue-196 59 9 in in ADP issue-196 59 10 isolation isolation NOUN issue-196 59 11 . . PUNCT issue-196 60 1 thus thus ADV issue-196 60 2 , , PUNCT issue-196 60 3 having having AUX issue-196 60 4 studied study VERB issue-196 60 5 the the DET issue-196 60 6 patterns pattern NOUN issue-196 60 7 of of ADP issue-196 60 8 behaviour behaviour NOUN issue-196 60 9 of of ADP issue-196 60 10 a a DET issue-196 60 11 certain certain ADJ issue-196 60 12 system system NOUN issue-196 60 13 within within ADP issue-196 60 14 the the DET issue-196 60 15 framework framework NOUN issue-196 60 16 of of ADP issue-196 60 17 solving solve VERB issue-196 60 18 a a DET issue-196 60 19 descriptive descriptive ADJ issue-196 60 20 problem problem NOUN issue-196 60 21 , , PUNCT issue-196 60 22 the the DET issue-196 60 23 results result NOUN issue-196 60 24 obtained obtain VERB issue-196 60 25 can can AUX issue-196 60 26 also also ADV issue-196 60 27 be be AUX issue-196 60 28 used use VERB issue-196 60 29 to to PART issue-196 60 30 predict predict VERB issue-196 60 31 its its PRON issue-196 60 32 behaviour behaviour NOUN issue-196 60 33 . . PUNCT issue-196 61 1 currently currently ADV issue-196 61 2 , , PUNCT issue-196 61 3 data datum NOUN issue-196 61 4 mining mining NOUN issue-196 61 5 tasks task NOUN issue-196 61 6 usually usually ADV issue-196 61 7 use use VERB issue-196 61 8 different different ADJ issue-196 61 9 classification classification NOUN issue-196 61 10 options option NOUN issue-196 61 11 , , PUNCT issue-196 61 12 shown show VERB issue-196 61 13 in in ADP issue-196 61 14 fig fig NOUN issue-196 61 15 . . PUNCT issue-196 62 1 1 1 X issue-196 62 2 . . X issue-196 62 3 in in ADP issue-196 62 4 this this DET issue-196 62 5 form form NOUN issue-196 62 6 , , PUNCT issue-196 62 7 it it PRON issue-196 62 8 is be AUX issue-196 62 9 used use VERB issue-196 62 10 in in ADP issue-196 62 11 many many ADJ issue-196 62 12 studies study NOUN issue-196 62 13 devoted devote VERB issue-196 62 14 to to ADP issue-196 62 15 the the DET issue-196 62 16 problems problem NOUN issue-196 62 17 of of ADP issue-196 62 18 data datum NOUN issue-196 62 19 analysis analysis NOUN issue-196 62 20 , , PUNCT issue-196 62 21 for for ADP issue-196 62 22 example example NOUN issue-196 62 23 , , PUNCT issue-196 62 24 by by ADP issue-196 62 25 ( ( PUNCT issue-196 62 26 gartner gartner NOUN issue-196 62 27 group group NOUN issue-196 62 28 , , PUNCT issue-196 62 29 1995 1995 NUM issue-196 62 30 ) ) PUNCT issue-196 62 31 , , PUNCT issue-196 62 32 or or CCONJ issue-196 62 33 ( ( PUNCT issue-196 62 34 neelamadhab neelamadhab PROPN issue-196 62 35 , , PUNCT issue-196 62 36 pragnyaban pragnyaban PROPN issue-196 62 37 , , PUNCT issue-196 62 38 & & CCONJ issue-196 62 39 panigrahi panigrahi NOUN issue-196 62 40 , , PUNCT issue-196 62 41 2012 2012 NUM issue-196 62 42 ) ) PUNCT issue-196 62 43 , , PUNCT issue-196 62 44 or or CCONJ issue-196 62 45 ( ( PUNCT issue-196 62 46 larose larose PROPN issue-196 62 47 , , PUNCT issue-196 62 48 2004 2004 NUM issue-196 62 49 ) ) PUNCT issue-196 62 50 . . PUNCT issue-196 63 1 predictive predictive ADJ issue-196 63 2 data datum NOUN issue-196 63 3 mining mining NOUN issue-196 63 4 tasks task NOUN issue-196 63 5 descriptive descriptive ADJ issue-196 63 6 c c PROPN issue-196 63 7 lu lu PROPN issue-196 63 8 st st PROPN issue-196 64 1 er er INTJ issue-196 64 2 in in ADP issue-196 64 3 g g PROPN issue-196 64 4 as as ADP issue-196 64 5 so so ADV issue-196 64 6 ci ci PROPN issue-196 64 7 at at ADP issue-196 64 8 io io PROPN issue-196 64 9 n n PROPN issue-196 64 10 ru ru PROPN issue-196 64 11 le le PROPN issue-196 64 12 s s PROPN issue-196 64 13 su su PROPN issue-196 64 14 m m PROPN issue-196 64 15 m m PROPN issue-196 64 16 ar ar PROPN issue-196 64 17 iz iz INTJ issue-196 64 18 at at ADP issue-196 64 19 io io X issue-196 64 20 n n X issue-196 64 21 se se X issue-196 64 22 qu qu PROPN issue-196 64 23 en en PROPN issue-196 64 24 tia tia PROPN issue-196 64 25 l l PROPN issue-196 64 26 p p NOUN issue-196 64 27 at at ADP issue-196 64 28 te te PROPN issue-196 64 29 rn rn PROPN issue-196 64 30 m m PROPN issue-196 64 31 in in ADV issue-196 64 32 in in ADP issue-196 64 33 g g PROPN issue-196 64 34 pr pr NOUN issue-196 64 35 ed ed NOUN issue-196 65 1 ic ic PROPN issue-196 65 2 tio tio PROPN issue-196 65 3 n n INTJ issue-196 65 4 ti ti NOUN issue-196 65 5 m m NOUN issue-196 65 6 e e PROPN issue-196 65 7 se se X issue-196 65 8 rie rie PROPN issue-196 65 9 s s PROPN issue-196 65 10 an an DET issue-196 65 11 al al PROPN issue-196 65 12 ys ys PROPN issue-196 65 13 is be AUX issue-196 65 14 r r NOUN issue-196 65 15 eg eg NOUN issue-196 65 16 re re NOUN issue-196 65 17 ss ss NOUN issue-196 65 18 io io PROPN issue-196 65 19 n n PROPN issue-196 65 20 c c PROPN issue-196 65 21 la la PROPN issue-196 65 22 ss ss PROPN issue-196 65 23 ifi ifi PROPN issue-196 65 24 ca can AUX issue-196 65 25 tio tio VERB issue-196 65 26 n n PRON issue-196 65 27 fig fig NOUN issue-196 65 28 . . PUNCT issue-196 66 1 1 1 X issue-196 66 2 . . X issue-196 66 3 the the DET issue-196 66 4 generally generally ADV issue-196 66 5 accepted accept VERB issue-196 66 6 classification classification NOUN issue-196 66 7 of of ADP issue-196 66 8 data datum NOUN issue-196 66 9 analysis analysis NOUN issue-196 66 10 problems problem NOUN issue-196 66 11 let let VERB issue-196 66 12 us we PRON issue-196 66 13 consider consider VERB issue-196 66 14 the the DET issue-196 66 15 set set NOUN issue-196 66 16 of of ADP issue-196 66 17 tasks task NOUN issue-196 66 18 shown show VERB issue-196 66 19 in in ADP issue-196 66 20 fig fig NOUN issue-196 66 21 . . PUNCT issue-196 67 1 1 1 X issue-196 67 2 . . X issue-196 68 1 within within ADP issue-196 68 2 the the DET issue-196 68 3 classification classification NOUN issue-196 68 4 tasks task NOUN issue-196 68 5 , , PUNCT issue-196 68 6 the the DET issue-196 68 7 problem problem NOUN issue-196 68 8 of of ADP issue-196 68 9 dividing divide VERB issue-196 68 10 a a DET issue-196 68 11 certain certain ADJ issue-196 68 12 set set NOUN issue-196 68 13 of of ADP issue-196 68 14 data datum NOUN issue-196 68 15 into into ADP issue-196 68 16 a a DET issue-196 68 17 predetermined predetermine VERB issue-196 68 18 set set NOUN issue-196 68 19 of of ADP issue-196 68 20 classes class NOUN issue-196 68 21 is be AUX issue-196 68 22 solved solve VERB issue-196 68 23 . . PUNCT issue-196 69 1 the the DET issue-196 69 2 solution solution NOUN issue-196 69 3 of of ADP issue-196 69 4 the the DET issue-196 69 5 classification classification NOUN issue-196 69 6 problem problem NOUN issue-196 69 7 allows allow VERB issue-196 69 8 not not PART issue-196 69 9 only only ADV issue-196 69 10 to to PART issue-196 69 11 study study VERB issue-196 69 12 the the DET issue-196 69 13 existing exist VERB issue-196 69 14 data datum NOUN issue-196 69 15 but but CCONJ issue-196 69 16 also also ADV issue-196 69 17 makes make VERB issue-196 69 18 it it PRON issue-196 69 19 possible possible ADJ issue-196 69 20 to to PART issue-196 69 21 predict predict VERB issue-196 69 22 the the DET issue-196 69 23 future future ADJ issue-196 69 24 behaviour behaviour NOUN issue-196 69 25 of of ADP issue-196 69 26 the the DET issue-196 69 27 system system NOUN issue-196 69 28 . . PUNCT issue-196 70 1 according accord VERB issue-196 70 2 to to ADP issue-196 70 3 the the DET issue-196 70 4 number number NOUN issue-196 70 5 of of ADP issue-196 70 6 classes class NOUN issue-196 70 7 , , PUNCT issue-196 70 8 into into ADP issue-196 70 9 which which PRON issue-196 70 10 the the DET issue-196 70 11 input input NOUN issue-196 70 12 sample sample NOUN issue-196 70 13 is be AUX issue-196 70 14 divided divide VERB issue-196 70 15 , , PUNCT issue-196 70 16 it it PRON issue-196 70 17 is be AUX issue-196 70 18 necessary necessary ADJ issue-196 70 19 to to PART issue-196 70 20 distinguish distinguish VERB issue-196 70 21 the the DET issue-196 70 22 problems problem NOUN issue-196 70 23 of of ADP issue-196 70 24 binary binary ADJ issue-196 70 25 and and CCONJ issue-196 70 26 polynary polynary ADJ issue-196 70 27 classification classification NOUN issue-196 70 28 . . PUNCT issue-196 71 1 with with ADP issue-196 71 2 a a DET issue-196 71 3 binary binary ADJ issue-196 71 4 classification classification NOUN issue-196 71 5 , , PUNCT issue-196 71 6 only only ADV issue-196 71 7 two two NUM issue-196 71 8 classes class NOUN issue-196 71 9 are be AUX issue-196 71 10 allocated allocate VERB issue-196 71 11 in in ADP issue-196 71 12 the the DET issue-196 71 13 input input NOUN issue-196 71 14 sample sample NOUN issue-196 71 15 ( ( PUNCT issue-196 71 16 more more ADV issue-196 71 17 precisely precisely ADV issue-196 71 18 , , PUNCT issue-196 71 19 one one NUM issue-196 71 20 class class NOUN issue-196 71 21 and and CCONJ issue-196 71 22 everything everything PRON issue-196 71 23 else else ADV issue-196 71 24 ) ) PUNCT issue-196 71 25 . . PUNCT issue-196 72 1 the the DET issue-196 72 2 binary binary PROPN issue-196 72 3 classification classification NOUN issue-196 72 4 reduces reduce VERB issue-196 72 5 a a DET issue-196 72 6 large large ADJ issue-196 72 7 number number NOUN issue-196 72 8 of of ADP issue-196 72 9 economic economic ADJ issue-196 72 10 problems problem NOUN issue-196 72 11 associated associate VERB issue-196 72 12 with with ADP issue-196 72 13 the the DET issue-196 72 14 choice choice NOUN issue-196 72 15 of of ADP issue-196 72 16 two two NUM issue-196 72 17 alternatives alternative NOUN issue-196 72 18 , , PUNCT issue-196 72 19 one one NUM issue-196 72 20 of of ADP issue-196 72 21 which which PRON issue-196 72 22 is be AUX issue-196 72 23 interpreted interpret VERB issue-196 72 24 as as ADP issue-196 72 25 positive positive ADJ issue-196 72 26 , , PUNCT issue-196 72 27 and and CCONJ issue-196 72 28 the the DET issue-196 72 29 other other ADJ issue-196 72 30 as as ADP issue-196 72 31 negative negative ADJ issue-196 72 32 . . PUNCT issue-196 73 1 for for ADP issue-196 73 2 example example NOUN issue-196 73 3     SPACE issue-196 73 4 – – PUNCT issue-196 73 5 to to PART issue-196 73 6 issue issue VERB issue-196 73 7 or or CCONJ issue-196 73 8 not not PART issue-196 73 9 to to PART issue-196 73 10 issue issue VERB issue-196 73 11 a a DET issue-196 73 12 loan loan NOUN issue-196 73 13 ; ; PUNCT issue-196 73 14 to to PART issue-196 73 15 accept accept VERB issue-196 73 16 or or CCONJ issue-196 73 17 reject reject VERB issue-196 73 18 the the DET issue-196 73 19 project project NOUN issue-196 73 20 ; ; PUNCT issue-196 73 21 to to PART issue-196 73 22 be be AUX issue-196 73 23 or or CCONJ issue-196 73 24 not not PART issue-196 73 25 to to PART issue-196 73 26 be be AUX issue-196 73 27 . . PUNCT issue-196 74 1 with with ADP issue-196 74 2 a a DET issue-196 74 3 polynary polynary ADJ issue-196 74 4 classification classification NOUN issue-196 74 5 , , PUNCT issue-196 74 6 the the DET issue-196 74 7 input input NOUN issue-196 74 8 sample sample NOUN issue-196 74 9 is be AUX issue-196 74 10 divided divide VERB issue-196 74 11 into into ADP issue-196 74 12 three three NUM issue-196 74 13 or or CCONJ issue-196 74 14 more more ADJ issue-196 74 15 classes class NOUN issue-196 74 16 . . PUNCT issue-196 75 1 examples example NOUN issue-196 75 2 of of ADP issue-196 75 3 such such ADJ issue-196 75 4 tasks task NOUN issue-196 75 5 are be AUX issue-196 75 6 : : PUNCT issue-196 75 7 pattern pattern NOUN issue-196 75 8 recognition recognition NOUN issue-196 75 9 , , PUNCT issue-196 75 10 the the DET issue-196 75 11 definition definition NOUN issue-196 75 12 of of ADP issue-196 75 13 the the DET issue-196 75 14 borrower borrower NOUN issue-196 75 15 ’s ’s PART issue-196 75 16 class class NOUN issue-196 75 17 , , PUNCT issue-196 75 18 the the DET issue-196 75 19 segmentation segmentation NOUN issue-196 75 20 of of ADP issue-196 75 21 clients client NOUN issue-196 75 22 into into ADP issue-196 75 23 wellknown wellknown ADJ issue-196 75 24 classes class NOUN issue-196 75 25 and and CCONJ issue-196 75 26 the the DET issue-196 75 27 like like ADJ issue-196 75 28 . . PUNCT issue-196 76 1 despite despite SCONJ issue-196 76 2 the the DET issue-196 76 3 similarities similarity NOUN issue-196 76 4 in in ADP issue-196 76 5 the the DET issue-196 76 6 formulations formulation NOUN issue-196 76 7 of of ADP issue-196 76 8 binary binary ADJ issue-196 76 9 and and CCONJ issue-196 76 10 polynomial polynomial ADJ issue-196 76 11 classification classification NOUN issue-196 76 12 problems problem NOUN issue-196 76 13 , , PUNCT issue-196 76 14 the the DET issue-196 76 15 methods method NOUN issue-196 76 16 and and CCONJ issue-196 76 17 tools tool NOUN issue-196 76 18 for for ADP issue-196 76 19 their their PRON issue-196 76 20 solution solution NOUN issue-196 76 21 vary vary VERB issue-196 76 22 considerably considerably ADV issue-196 76 23 . . PUNCT issue-196 77 1 solving solve VERB issue-196 77 2 the the DET issue-196 77 3 problem problem NOUN issue-196 77 4 of of ADP issue-196 77 5 regression regression NOUN issue-196 77 6 involves involve VERB issue-196 77 7 identifying identify VERB issue-196 77 8 the the DET issue-196 77 9 relationship relationship NOUN issue-196 77 10 between between ADP issue-196 77 11 independent independent ADJ issue-196 77 12 ( ( PUNCT issue-196 77 13 input input NOUN issue-196 77 14 ) ) PUNCT issue-196 77 15 variables variable NOUN issue-196 77 16 and and CCONJ issue-196 77 17 dependent dependent ADJ issue-196 77 18 ( ( PUNCT issue-196 77 19 output output NOUN issue-196 77 20 ) ) PUNCT issue-196 77 21 ones one NOUN issue-196 77 22 . . PUNCT issue-196 78 1 the the DET issue-196 78 2 essence essence NOUN issue-196 78 3 of of ADP issue-196 78 4 the the DET issue-196 78 5 solution solution NOUN issue-196 78 6 is be AUX issue-196 78 7 reduced reduce VERB issue-196 78 8 to to ADP issue-196 78 9 the the DET issue-196 78 10 derivation derivation NOUN issue-196 78 11 of of ADP issue-196 78 12 a a DET issue-196 78 13 mathematical mathematical ADJ issue-196 78 14 formula formula NOUN issue-196 78 15 by by ADP issue-196 78 16 a a DET issue-196 78 17 heuristic heuristic ADJ issue-196 78 18 or or CCONJ issue-196 78 19 analytical analytical ADJ issue-196 78 20 way way NOUN issue-196 78 21 , , PUNCT issue-196 78 22 expressing express VERB issue-196 78 23 the the DET issue-196 78 24 relationship relationship NOUN issue-196 78 25 between between ADP issue-196 78 26 input input NOUN issue-196 78 27 and and CCONJ issue-196 78 28 output output NOUN issue-196 78 29 data datum NOUN issue-196 78 30 . . PUNCT issue-196 79 1 the the DET issue-196 79 2 example example NOUN issue-196 79 3 of of ADP issue-196 79 4 a a DET issue-196 79 5 regression regression NOUN issue-196 79 6 problem problem NOUN issue-196 79 7 is be AUX issue-196 79 8 to to PART issue-196 79 9 determine determine VERB issue-196 79 10 the the DET issue-196 79 11 amount amount NOUN issue-196 79 12 of of ADP issue-196 79 13 credit credit NOUN issue-196 79 14 that that PRON issue-196 79 15 can can AUX issue-196 79 16 be be AUX issue-196 79 17 given give VERB issue-196 79 18 to to ADP issue-196 79 19 a a DET issue-196 79 20 client client NOUN issue-196 79 21 . . PUNCT issue-196 80 1 the the DET issue-196 80 2 aim aim NOUN issue-196 80 3 of of ADP issue-196 80 4 solving solve VERB issue-196 80 5 the the DET issue-196 80 6 prediction prediction NOUN issue-196 80 7 problem problem NOUN issue-196 80 8 is be AUX issue-196 80 9 to to PART issue-196 80 10 approximate approximate VERB issue-196 80 11 the the DET issue-196 80 12 determination determination NOUN issue-196 80 13 of of ADP issue-196 80 14 the the DET issue-196 80 15 values value NOUN issue-196 80 16 of of ADP issue-196 80 17 some some DET issue-196 80 18 indicators indicator NOUN issue-196 80 19 in in ADP issue-196 80 20 the the DET issue-196 80 21 future future NOUN issue-196 80 22 on on ADP issue-196 80 23 the the DET issue-196 80 24 basis basis NOUN issue-196 80 25 of of ADP issue-196 80 26 the the DET issue-196 80 27 given give VERB issue-196 80 28 values value NOUN issue-196 80 29 in in ADP issue-196 80 30 the the DET issue-196 80 31 past past NOUN issue-196 80 32 and and CCONJ issue-196 80 33 present present ADJ issue-196 80 34 . . PUNCT issue-196 81 1 the the DET issue-196 81 2 examples example NOUN issue-196 81 3 of of ADP issue-196 81 4 tasks task NOUN issue-196 81 5 of of ADP issue-196 81 6 this this DET issue-196 81 7 class class NOUN issue-196 81 8 are be AUX issue-196 81 9 forecasting forecast VERB issue-196 81 10 the the DET issue-196 81 11 growth growth NOUN issue-196 81 12 of of ADP issue-196 81 13 the the DET issue-196 81 14 organization organization NOUN issue-196 81 15 , , PUNCT issue-196 81 16 forecasting forecast VERB issue-196 81 17 the the DET issue-196 81 18 implementation implementation NOUN issue-196 81 19 of of ADP issue-196 81 20 the the DET issue-196 81 21 budget budget NOUN issue-196 81 22 , , PUNCT issue-196 81 23 forecasting forecast VERB issue-196 81 24 the the DET issue-196 81 25 need need NOUN issue-196 81 26 to to PART issue-196 81 27 recruit recruit VERB issue-196 81 28 new new ADJ issue-196 81 29 employees employee NOUN issue-196 81 30 , , PUNCT issue-196 81 31 and and CCONJ issue-196 81 32 the the DET issue-196 81 33 like like ADJ issue-196 81 34 . . PUNCT issue-196 82 1 the the DET issue-196 82 2 purpose purpose NOUN issue-196 82 3 of of ADP issue-196 82 4 solving solve VERB issue-196 82 5 the the DET issue-196 82 6 problem problem NOUN issue-196 82 7 of of ADP issue-196 82 8 time time NOUN issue-196 82 9 series series NOUN issue-196 82 10 analysis analysis NOUN issue-196 82 11 is be AUX issue-196 82 12 to to PART issue-196 82 13 predict predict VERB issue-196 82 14 the the DET issue-196 82 15 future future ADJ issue-196 82 16 values value NOUN issue-196 82 17 of of ADP issue-196 82 18 a a DET issue-196 82 19 certain certain ADJ issue-196 82 20 set set NOUN issue-196 82 21 of of ADP issue-196 82 22 data datum NOUN issue-196 82 23 , , PUNCT issue-196 82 24 where where SCONJ issue-196 82 25 the the DET issue-196 82 26 value value NOUN issue-196 82 27 of of ADP issue-196 82 28 the the DET issue-196 82 29 output output NOUN issue-196 82 30 variable variable NOUN issue-196 82 31 depends depend VERB issue-196 82 32 not not PART issue-196 82 33 only only ADV issue-196 82 34 on on ADP issue-196 82 35 the the DET issue-196 82 36 past past ADJ issue-196 82 37 values value NOUN issue-196 82 38 of of ADP issue-196 82 39 the the DET issue-196 82 40 variable variable NOUN issue-196 82 41 but but CCONJ issue-196 82 42 also also ADV issue-196 82 43 on on ADP issue-196 82 44 time time NOUN issue-196 82 45 . . PUNCT issue-196 83 1 a a DET issue-196 83 2 characteristic characteristic ADJ issue-196 83 3 feature feature NOUN issue-196 83 4 of of ADP issue-196 83 5 time time NOUN issue-196 83 6 series series NOUN issue-196 83 7 is be AUX issue-196 83 8 the the DET issue-196 83 9 uniform uniform ADJ issue-196 83 10 distribution distribution NOUN issue-196 83 11 of of ADP issue-196 83 12 input input NOUN issue-196 83 13 data datum NOUN issue-196 83 14 over over ADP issue-196 83 15 time time NOUN issue-196 83 16 . . PUNCT issue-196 84 1 time time PROPN issue-196 84 2 series series PROPN issue-196 84 3 analysis analysis NOUN issue-196 84 4 is be AUX issue-196 84 5 a a DET issue-196 84 6 kind kind NOUN issue-196 84 7 of of ADP issue-196 84 8 regression regression NOUN issue-196 84 9 problem problem NOUN issue-196 84 10 but but CCONJ issue-196 84 11 as as SCONJ issue-196 84 12 it it PRON issue-196 84 13 uses use VERB issue-196 84 14 specific specific ADJ issue-196 84 15 input input NOUN issue-196 84 16 data datum NOUN issue-196 84 17 and and CCONJ issue-196 84 18 decision decision NOUN issue-196 84 19 methods method NOUN issue-196 84 20 , , PUNCT issue-196 84 21 it it PRON issue-196 84 22 is be AUX issue-196 84 23 allocated allocate VERB issue-196 84 24 to to ADP issue-196 84 25 a a DET issue-196 84 26 separate separate ADJ issue-196 84 27 class class NOUN issue-196 84 28 . . PUNCT issue-196 85 1 the the DET issue-196 85 2 problems problem NOUN issue-196 85 3 of of ADP issue-196 85 4 this this DET issue-196 85 5 class class NOUN issue-196 85 6 can can AUX issue-196 85 7 be be AUX issue-196 85 8 , , PUNCT issue-196 85 9 for for ADP issue-196 85 10 example example NOUN issue-196 85 11 , , PUNCT issue-196 85 12 the the DET issue-196 85 13 study study NOUN issue-196 85 14 of of ADP issue-196 85 15 trends trend NOUN issue-196 85 16 in in ADP issue-196 85 17 the the DET issue-196 85 18 stock stock NOUN issue-196 85 19 market market NOUN issue-196 85 20 for for ADP issue-196 85 21 forecasting forecasting NOUN issue-196 85 22 exchange exchange NOUN issue-196 85 23 rate rate NOUN issue-196 85 24 fluctuations fluctuation NOUN issue-196 85 25 . . PUNCT issue-196 86 1 let let VERB issue-196 86 2 us we PRON issue-196 86 3 move move VERB issue-196 86 4 on on ADP issue-196 86 5 to to ADP issue-196 86 6 the the DET issue-196 86 7 tasks task NOUN issue-196 86 8 of of ADP issue-196 86 9 the the DET issue-196 86 10 descriptive descriptive ADJ issue-196 86 11 group group NOUN issue-196 86 12 . . PUNCT issue-196 87 1 when when SCONJ issue-196 87 2 solving solve VERB issue-196 87 3 the the DET issue-196 87 4 clustering clustering ADJ issue-196 87 5 problem problem NOUN issue-196 87 6 , , PUNCT issue-196 87 7 it it PRON issue-196 87 8 is be AUX issue-196 87 9 required require VERB issue-196 87 10 to to PART issue-196 87 11 find find VERB issue-196 87 12 regularities regularity NOUN issue-196 87 13 in in ADP issue-196 87 14 the the DET issue-196 87 15 array array NOUN issue-196 87 16 of of ADP issue-196 87 17 input input NOUN issue-196 87 18 data datum NOUN issue-196 87 19 , , PUNCT issue-196 87 20 to to ADP issue-196 87 21 baltic baltic ADJ issue-196 87 22 journal journal PROPN issue-196 87 23 of of ADP issue-196 87 24 economic economic ADJ issue-196 87 25 studies study NOUN issue-196 87 26 49 49 NUM issue-196 87 27 vol vol NOUN issue-196 87 28 . . PUNCT issue-196 88 1 3 3 NUM issue-196 88 2 , , PUNCT issue-196 88 3 no no INTJ issue-196 88 4 . . NOUN issue-196 88 5 3 3 NUM issue-196 88 6 , , PUNCT issue-196 88 7 2017 2017 NUM issue-196 88 8 allocate allocate VERB issue-196 88 9 a a DET issue-196 88 10 number number NOUN issue-196 88 11 of of ADP issue-196 88 12 zones zone NOUN issue-196 88 13 ( ( PUNCT issue-196 88 14 clusters cluster NOUN issue-196 88 15 ) ) PUNCT issue-196 88 16 in in ADP issue-196 88 17 it it PRON issue-196 88 18 and and CCONJ issue-196 88 19 to to PART issue-196 88 20 distribute distribute VERB issue-196 88 21 data datum NOUN issue-196 88 22 over over ADP issue-196 88 23 these these DET issue-196 88 24 clusters cluster NOUN issue-196 88 25 . . PUNCT issue-196 89 1 the the DET issue-196 89 2 task task NOUN issue-196 89 3 of of ADP issue-196 89 4 clustering clustering NOUN issue-196 89 5 resembles resemble VERB issue-196 89 6 the the DET issue-196 89 7 classification classification NOUN issue-196 89 8 problem problem NOUN issue-196 89 9 , , PUNCT issue-196 89 10 with with ADP issue-196 89 11 the the DET issue-196 89 12 essential essential ADJ issue-196 89 13 difference difference NOUN issue-196 89 14 that that PRON issue-196 89 15 the the DET issue-196 89 16 classes class NOUN issue-196 89 17 themselves themselves PRON issue-196 89 18 are be AUX issue-196 89 19 not not PART issue-196 89 20 defined define VERB issue-196 89 21 in in ADP issue-196 89 22 advance advance NOUN issue-196 89 23 . . PUNCT issue-196 90 1 to to PART issue-196 90 2 solve solve VERB issue-196 90 3 the the DET issue-196 90 4 clustering clustering ADJ issue-196 90 5 problem problem NOUN issue-196 90 6 , , PUNCT issue-196 90 7 learning learn VERB issue-196 90 8 algorithms algorithm NOUN issue-196 90 9 without without ADP issue-196 90 10 a a DET issue-196 90 11 teacher teacher NOUN issue-196 90 12 are be AUX issue-196 90 13 used use VERB issue-196 90 14 . . PUNCT issue-196 91 1 an an DET issue-196 91 2 example example NOUN issue-196 91 3 of of ADP issue-196 91 4 the the DET issue-196 91 5 task task NOUN issue-196 91 6 of of ADP issue-196 91 7 clustering clustering NOUN issue-196 91 8 is be AUX issue-196 91 9 the the DET issue-196 91 10 grouping grouping NOUN issue-196 91 11 of of ADP issue-196 91 12 potential potential ADJ issue-196 91 13 consumers consumer NOUN issue-196 91 14 of of ADP issue-196 91 15 goods good NOUN issue-196 91 16 in in ADP issue-196 91 17 marketing marketing NOUN issue-196 91 18 . . PUNCT issue-196 92 1 another another DET issue-196 92 2 example example NOUN issue-196 92 3 is be AUX issue-196 92 4 the the DET issue-196 92 5 clustering clustering NOUN issue-196 92 6 of of ADP issue-196 92 7 banks bank NOUN issue-196 92 8 in in ADP issue-196 92 9 the the DET issue-196 92 10 country country NOUN issue-196 92 11 ’s ’s PART issue-196 92 12 banking banking NOUN issue-196 92 13 system system NOUN issue-196 92 14 to to PART issue-196 92 15 analyse analyse VERB issue-196 92 16 their their PRON issue-196 92 17 sustainability sustainability NOUN issue-196 92 18 . . PUNCT issue-196 93 1 summarization summarization NOUN issue-196 93 2 task task NOUN issue-196 93 3 has have AUX issue-196 93 4 become become VERB issue-196 93 5 relevant relevant ADJ issue-196 93 6 in in ADP issue-196 93 7 connection connection NOUN issue-196 93 8 with with ADP issue-196 93 9 the the DET issue-196 93 10 development development NOUN issue-196 93 11 of of ADP issue-196 93 12 the the DET issue-196 93 13 internet internet NOUN issue-196 93 14 and and CCONJ issue-196 93 15 a a DET issue-196 93 16 sharp sharp ADJ issue-196 93 17 increase increase NOUN issue-196 93 18 in in ADP issue-196 93 19 the the DET issue-196 93 20 volume volume NOUN issue-196 93 21 of of ADP issue-196 93 22 information information NOUN issue-196 93 23 resources resource NOUN issue-196 93 24 . . PUNCT issue-196 94 1 the the DET issue-196 94 2 essence essence NOUN issue-196 94 3 of of ADP issue-196 94 4 it it PRON issue-196 94 5 is be AUX issue-196 94 6 to to PART issue-196 94 7 reduce reduce VERB issue-196 94 8 a a DET issue-196 94 9 text text NOUN issue-196 94 10 document document NOUN issue-196 94 11 to to ADP issue-196 94 12 a a DET issue-196 94 13 short short ADJ issue-196 94 14 summary summary NOUN issue-196 94 15 that that PRON issue-196 94 16 retains retain VERB issue-196 94 17 the the DET issue-196 94 18 most most ADV issue-196 94 19 important important ADJ issue-196 94 20 points point NOUN issue-196 94 21 of of ADP issue-196 94 22 the the DET issue-196 94 23 original original ADJ issue-196 94 24 document document NOUN issue-196 94 25 . . PUNCT issue-196 95 1 in in ADP issue-196 95 2 particular particular ADJ issue-196 95 3 , , PUNCT issue-196 95 4 such such DET issue-196 95 5 a a DET issue-196 95 6 task task NOUN issue-196 95 7 is be AUX issue-196 95 8 the the DET issue-196 95 9 automatic automatic ADJ issue-196 95 10 compilation compilation NOUN issue-196 95 11 of of ADP issue-196 95 12 articles article NOUN issue-196 95 13 annotations annotation NOUN issue-196 95 14 for for ADP issue-196 95 15 issuing issue VERB issue-196 95 16 them they PRON issue-196 95 17 in in ADP issue-196 95 18 the the DET issue-196 95 19 results result NOUN issue-196 95 20 of of ADP issue-196 95 21 search search NOUN issue-196 95 22 systems system NOUN issue-196 95 23 . . PUNCT issue-196 96 1 initially initially ADV issue-196 96 2 , , PUNCT issue-196 96 3 the the DET issue-196 96 4 summarization summarization NOUN issue-196 96 5 task task NOUN issue-196 96 6 was be AUX issue-196 96 7 solved solve VERB issue-196 96 8 solely solely ADV issue-196 96 9 for for ADP issue-196 96 10 test test NOUN issue-196 96 11 documents document NOUN issue-196 96 12 but but CCONJ issue-196 96 13 now now ADV issue-196 96 14 the the DET issue-196 96 15 scope scope NOUN issue-196 96 16 of of ADP issue-196 96 17 its its PRON issue-196 96 18 application application NOUN issue-196 96 19 has have AUX issue-196 96 20 expanded expand VERB issue-196 96 21 and and CCONJ issue-196 96 22 covers cover VERB issue-196 96 23 all all DET issue-196 96 24 main main ADJ issue-196 96 25 types type NOUN issue-196 96 26 of of ADP issue-196 96 27 information information NOUN issue-196 96 28 ( ( PUNCT issue-196 96 29 images image NOUN issue-196 96 30 , , PUNCT issue-196 96 31 sound sound NOUN issue-196 96 32 , , PUNCT issue-196 96 33 video video NOUN issue-196 96 34 ) ) PUNCT issue-196 96 35 . . PUNCT issue-196 97 1 among among ADP issue-196 97 2 its its PRON issue-196 97 3 applications application NOUN issue-196 97 4 is be AUX issue-196 97 5 a a DET issue-196 97 6 thematic thematic ADJ issue-196 97 7 content content NOUN issue-196 97 8 search search NOUN issue-196 97 9 , , PUNCT issue-196 97 10 contextual contextual ADJ issue-196 97 11 search search NOUN issue-196 97 12 , , PUNCT issue-196 97 13 identification identification NOUN issue-196 97 14 of of ADP issue-196 97 15 materials material NOUN issue-196 97 16 that that PRON issue-196 97 17 violate violate VERB issue-196 97 18 the the DET issue-196 97 19 interests interest NOUN issue-196 97 20 of of ADP issue-196 97 21 rightsholders rightsholder NOUN issue-196 97 22 and and CCONJ issue-196 97 23 legislative legislative ADJ issue-196 97 24 restrictions restriction NOUN issue-196 97 25 , , PUNCT issue-196 97 26 etc etc X issue-196 97 27 . . X issue-196 97 28 searching search VERB issue-196 97 29 for for ADP issue-196 97 30 association association NOUN issue-196 97 31 rules rule NOUN issue-196 97 32 allows allow VERB issue-196 97 33 you you PRON issue-196 97 34 to to PART issue-196 97 35 establish establish VERB issue-196 97 36 ties tie NOUN issue-196 97 37 and and CCONJ issue-196 97 38 relationships relationship NOUN issue-196 97 39 between between ADP issue-196 97 40 variables variable NOUN issue-196 97 41 in in ADP issue-196 97 42 large large ADJ issue-196 97 43 databases database NOUN issue-196 97 44 . . PUNCT issue-196 98 1 associative associative ADJ issue-196 98 2 rules rule NOUN issue-196 98 3 allow allow VERB issue-196 98 4 us we PRON issue-196 98 5 to to PART issue-196 98 6 find find VERB issue-196 98 7 patterns pattern NOUN issue-196 98 8 among among ADP issue-196 98 9 related related ADJ issue-196 98 10 events event NOUN issue-196 98 11 , , PUNCT issue-196 98 12 that that ADV issue-196 98 13 is is ADV issue-196 98 14 , , PUNCT issue-196 98 15 they they PRON issue-196 98 16 give give VERB issue-196 98 17 an an DET issue-196 98 18 opportunity opportunity NOUN issue-196 98 19 to to PART issue-196 98 20 answer answer VERB issue-196 98 21 the the DET issue-196 98 22 question question NOUN issue-196 98 23 : : PUNCT issue-196 98 24 “ " PUNCT issue-196 98 25 with with ADP issue-196 98 26 what what DET issue-196 98 27 probability probability NOUN issue-196 98 28 are be AUX issue-196 98 29 events event NOUN issue-196 98 30 a a PRON issue-196 98 31 and and CCONJ issue-196 98 32 b b NOUN issue-196 98 33 connected connect VERB issue-196 98 34 ? ? PUNCT issue-196 98 35 ” " PUNCT issue-196 98 36 the the DET issue-196 98 37 sequence sequence NOUN issue-196 98 38 of of ADP issue-196 98 39 occurrence occurrence NOUN issue-196 98 40 of of ADP issue-196 98 41 events event NOUN issue-196 98 42 does do AUX issue-196 98 43 not not PART issue-196 98 44 matter matter VERB issue-196 98 45 . . PUNCT issue-196 99 1 a a DET issue-196 99 2 classic classic ADJ issue-196 99 3 example example NOUN issue-196 99 4 of of ADP issue-196 99 5 the the DET issue-196 99 6 application application NOUN issue-196 99 7 of of ADP issue-196 99 8 search search NOUN issue-196 99 9 algorithms algorithm NOUN issue-196 99 10 for for ADP issue-196 99 11 associative associative ADJ issue-196 99 12 rules rule NOUN issue-196 99 13 is be AUX issue-196 99 14 the the DET issue-196 99 15 analysis analysis NOUN issue-196 99 16 of of ADP issue-196 99 17 the the DET issue-196 99 18 shopping shopping NOUN issue-196 99 19 basket basket NOUN issue-196 99 20 . . PUNCT issue-196 100 1 so so ADV issue-196 100 2 , , PUNCT issue-196 100 3 bread bread NOUN issue-196 100 4 and and CCONJ issue-196 100 5 milk milk NOUN issue-196 100 6 , , PUNCT issue-196 100 7 tequila tequila NOUN issue-196 100 8 and and CCONJ issue-196 100 9 lemon lemon NOUN issue-196 100 10 ; ; PUNCT issue-196 100 11 diapers diaper NOUN issue-196 100 12 and and CCONJ issue-196 100 13 baby baby NOUN issue-196 100 14 food food NOUN issue-196 100 15 are be AUX issue-196 100 16 often often ADV issue-196 100 17 bought buy VERB issue-196 100 18 together together ADV issue-196 100 19 . . PUNCT issue-196 101 1 this this PRON issue-196 101 2 makes make VERB issue-196 101 3 it it PRON issue-196 101 4 possible possible ADJ issue-196 101 5 to to PART issue-196 101 6 rationally rationally ADV issue-196 101 7 arrange arrange VERB issue-196 101 8 the the DET issue-196 101 9 goods good NOUN issue-196 101 10 in in ADP issue-196 101 11 the the DET issue-196 101 12 store store NOUN issue-196 101 13 , , PUNCT issue-196 101 14 which which PRON issue-196 101 15 increases increase VERB issue-196 101 16 its its PRON issue-196 101 17 throughput throughput NOUN issue-196 101 18 and and CCONJ issue-196 101 19 turnover turnover NOUN issue-196 101 20 . . PUNCT issue-196 102 1 methods method NOUN issue-196 102 2 of of ADP issue-196 102 3 searching search VERB issue-196 102 4 for for ADP issue-196 102 5 associative associative ADJ issue-196 102 6 rules rule NOUN issue-196 102 7 find find VERB issue-196 102 8 application application NOUN issue-196 102 9 in in ADP issue-196 102 10 medical medical ADJ issue-196 102 11 diagnostics diagnostic NOUN issue-196 102 12 , , PUNCT issue-196 102 13 geological geological ADJ issue-196 102 14 prospecting prospecting NOUN issue-196 102 15 , , PUNCT issue-196 102 16 and and CCONJ issue-196 102 17 other other ADJ issue-196 102 18 similar similar ADJ issue-196 102 19 tasks task NOUN issue-196 102 20 , , PUNCT issue-196 102 21 and and CCONJ issue-196 102 22 at at ADP issue-196 102 23 the the DET issue-196 102 24 stage stage NOUN issue-196 102 25 of of ADP issue-196 102 26 preliminary preliminary ADJ issue-196 102 27 analysis analysis NOUN issue-196 102 28 of of ADP issue-196 102 29 data datum NOUN issue-196 102 30 , , PUNCT issue-196 102 31 they they PRON issue-196 102 32 find find VERB issue-196 102 33 application application NOUN issue-196 102 34 in in ADP issue-196 102 35 economic economic ADJ issue-196 102 36 problems problem NOUN issue-196 102 37 of of ADP issue-196 102 38 all all DET issue-196 102 39 varieties variety NOUN issue-196 102 40 . . PUNCT issue-196 103 1 sequential sequential ADJ issue-196 103 2 pattern pattern NOUN issue-196 103 3 mining mining NOUN issue-196 103 4 . . PUNCT issue-196 104 1 unlike unlike ADP issue-196 104 2 the the DET issue-196 104 3 search search NOUN issue-196 104 4 for for ADP issue-196 104 5 associative associative ADJ issue-196 104 6 rules rule NOUN issue-196 104 7 , , PUNCT issue-196 104 8 sequential sequential ADJ issue-196 104 9 pattern pattern NOUN issue-196 104 10 mining mining NOUN issue-196 104 11 implies imply VERB issue-196 104 12 the the DET issue-196 104 13 identification identification NOUN issue-196 104 14 of of ADP issue-196 104 15 cause cause NOUN issue-196 104 16 - - PUNCT issue-196 104 17 effect effect NOUN issue-196 104 18 rules rule NOUN issue-196 104 19 , , PUNCT issue-196 104 20 that that ADV issue-196 104 21 is is ADV issue-196 104 22 , , PUNCT issue-196 104 23 takes take VERB issue-196 104 24 into into ADP issue-196 104 25 account account NOUN issue-196 104 26 the the DET issue-196 104 27 time time NOUN issue-196 104 28 factor factor NOUN issue-196 104 29 and and CCONJ issue-196 104 30 allows allow VERB issue-196 104 31 one one NUM issue-196 104 32 to to PART issue-196 104 33 answer answer VERB issue-196 104 34 the the DET issue-196 104 35 question question NOUN issue-196 104 36 : : PUNCT issue-196 104 37 “ " PUNCT issue-196 104 38 with with ADP issue-196 104 39 what what DET issue-196 104 40 probability probability NOUN issue-196 104 41 does do AUX issue-196 104 42 occurrence occurrence NOUN issue-196 104 43 of of ADP issue-196 104 44 event event NOUN issue-196 104 45 a a DET issue-196 104 46 entail entail ADJ issue-196 104 47 event event NOUN issue-196 104 48 b b NOUN issue-196 104 49 ? ? PUNCT issue-196 104 50 ” " PUNCT issue-196 104 51 events event NOUN issue-196 104 52 are be AUX issue-196 104 53 usually usually ADV issue-196 104 54 assumed assume VERB issue-196 104 55 to to PART issue-196 104 56 be be AUX issue-196 104 57 described describe VERB issue-196 104 58 by by ADP issue-196 104 59 discrete discrete ADJ issue-196 104 60 values value NOUN issue-196 104 61 , , PUNCT issue-196 104 62 which which PRON issue-196 104 63 distinguishes distinguish VERB issue-196 104 64 this this DET issue-196 104 65 task task NOUN issue-196 104 66 from from ADP issue-196 104 67 the the DET issue-196 104 68 task task NOUN issue-196 104 69 of of ADP issue-196 104 70 analysing analysing NOUN issue-196 104 71 time time NOUN issue-196 104 72 series series NOUN issue-196 104 73 . . PUNCT issue-196 105 1 sequential sequential ADJ issue-196 105 2 pattern pattern NOUN issue-196 105 3 mining mining NOUN issue-196 105 4 is be AUX issue-196 105 5 used use VERB issue-196 105 6 , , PUNCT issue-196 105 7 for for ADP issue-196 105 8 example example NOUN issue-196 105 9 , , PUNCT issue-196 105 10 in in ADP issue-196 105 11 information information NOUN issue-196 105 12 and and CCONJ issue-196 105 13 financial financial ADJ issue-196 105 14 security security NOUN issue-196 105 15 systems system NOUN issue-196 105 16 to to PART issue-196 105 17 detect detect VERB issue-196 105 18 fraudulent fraudulent ADJ issue-196 105 19 transactions transaction NOUN issue-196 105 20 . . PUNCT issue-196 106 1 3 3 X issue-196 106 2 . . X issue-196 106 3 clarifying clarify VERB issue-196 106 4 the the DET issue-196 106 5 classification classification NOUN issue-196 106 6 of of ADP issue-196 106 7 data datum NOUN issue-196 106 8 mining mining NOUN issue-196 106 9 tasks task NOUN issue-196 106 10 the the DET issue-196 106 11 classification classification NOUN issue-196 106 12 shown show VERB issue-196 106 13 in in ADP issue-196 106 14 fig fig NOUN issue-196 106 15 . . PUNCT issue-196 107 1 1 1 NUM issue-196 107 2 covers cover VERB issue-196 107 3 a a DET issue-196 107 4 wide wide ADJ issue-196 107 5 range range NOUN issue-196 107 6 of of ADP issue-196 107 7 urgent urgent ADJ issue-196 107 8 economic economic ADJ issue-196 107 9 problems problem NOUN issue-196 107 10 . . PUNCT issue-196 108 1 however however ADV issue-196 108 2 , , PUNCT issue-196 108 3 the the DET issue-196 108 4 complexity complexity NOUN issue-196 108 5 of of ADP issue-196 108 6 socio socio NOUN issue-196 108 7 - - PUNCT issue-196 108 8 economic economic ADJ issue-196 108 9 processes process NOUN issue-196 108 10 and and CCONJ issue-196 108 11 methods method NOUN issue-196 108 12 of of ADP issue-196 108 13 their their PRON issue-196 108 14 analysis analysis NOUN issue-196 108 15 constantly constantly ADV issue-196 108 16 causes cause VERB issue-196 108 17 the the DET issue-196 108 18 emergence emergence NOUN issue-196 108 19 of of ADP issue-196 108 20 new new ADJ issue-196 108 21 tasks task NOUN issue-196 108 22 . . PUNCT issue-196 109 1 thus thus ADV issue-196 109 2 , , PUNCT issue-196 109 3 in in ADP issue-196 109 4 the the DET issue-196 109 5 fundamental fundamental ADJ issue-196 109 6 research research NOUN issue-196 109 7 of of ADP issue-196 109 8 han han PROPN issue-196 109 9 , , PUNCT issue-196 109 10 kamber kamber PROPN issue-196 109 11 & & CCONJ issue-196 109 12 pei pei PROPN issue-196 109 13 ( ( PUNCT issue-196 109 14 2012 2012 NUM issue-196 109 15 ) ) PUNCT issue-196 109 16 on on ADP issue-196 109 17 the the DET issue-196 109 18 concepts concept NOUN issue-196 109 19 and and CCONJ issue-196 109 20 technologies technology NOUN issue-196 109 21 of of ADP issue-196 109 22 data datum NOUN issue-196 109 23 analysis analysis NOUN issue-196 109 24 , , PUNCT issue-196 109 25 the the DET issue-196 109 26 problems problem NOUN issue-196 109 27 of of ADP issue-196 109 28 identifying identify VERB issue-196 109 29 fragments fragment NOUN issue-196 109 30 in in ADP issue-196 109 31 data datum NOUN issue-196 109 32 sequences sequence NOUN issue-196 109 33 ( ( PUNCT issue-196 109 34 subsequences subsequence NOUN issue-196 109 35 search search NOUN issue-196 109 36 ) ) PUNCT issue-196 109 37 , , PUNCT issue-196 109 38 searching search VERB issue-196 109 39 for for ADP issue-196 109 40 data data NOUN issue-196 109 41 anomalies anomaly NOUN issue-196 109 42 , , PUNCT issue-196 109 43 the the DET issue-196 109 44 analysis analysis NOUN issue-196 109 45 of of ADP issue-196 109 46 social social ADJ issue-196 109 47 networks network NOUN issue-196 109 48 are be AUX issue-196 109 49 considered consider VERB issue-196 109 50 . . PUNCT issue-196 110 1 the the DET issue-196 110 2 subsequence subsequence NOUN issue-196 110 3 search search NOUN issue-196 110 4 function function NOUN issue-196 110 5 can can AUX issue-196 110 6 be be AUX issue-196 110 7 considered consider VERB issue-196 110 8 as as ADP issue-196 110 9 a a DET issue-196 110 10 kind kind NOUN issue-196 110 11 of of ADP issue-196 110 12 clustering clustering ADJ issue-196 110 13 task task NOUN issue-196 110 14 , , PUNCT issue-196 110 15 as as SCONJ issue-196 110 16 applied apply VERB issue-196 110 17 to to ADP issue-196 110 18 the the DET issue-196 110 19 analysis analysis NOUN issue-196 110 20 of of ADP issue-196 110 21 dynamic dynamic ADJ issue-196 110 22 , , PUNCT issue-196 110 23 or or CCONJ issue-196 110 24 time time NOUN issue-196 110 25 series series NOUN issue-196 110 26 . . PUNCT issue-196 111 1 within within ADP issue-196 111 2 the the DET issue-196 111 3 scope scope NOUN issue-196 111 4 of of ADP issue-196 111 5 the the DET issue-196 111 6 task task NOUN issue-196 111 7 , , PUNCT issue-196 111 8 it it PRON issue-196 111 9 is be AUX issue-196 111 10 required require VERB issue-196 111 11 to to PART issue-196 111 12 select select VERB issue-196 111 13 and and CCONJ issue-196 111 14 to to PART issue-196 111 15 find find VERB issue-196 111 16 a a DET issue-196 111 17 sequence sequence NOUN issue-196 111 18 of of ADP issue-196 111 19 data datum NOUN issue-196 111 20 ( ( PUNCT issue-196 111 21 fragment fragment NOUN issue-196 111 22 ) ) PUNCT issue-196 111 23 corresponding correspond VERB issue-196 111 24 to to ADP issue-196 111 25 another another DET issue-196 111 26 sequence sequence NOUN issue-196 111 27 ( ( PUNCT issue-196 111 28 query query NOUN issue-196 111 29 ) ) PUNCT issue-196 111 30 . . PUNCT issue-196 112 1 in in ADP issue-196 112 2 this this DET issue-196 112 3 case case NOUN issue-196 112 4 , , PUNCT issue-196 112 5 the the DET issue-196 112 6 dimension dimension NOUN issue-196 112 7 of of ADP issue-196 112 8 the the DET issue-196 112 9 query query NOUN issue-196 112 10 and and CCONJ issue-196 112 11 the the DET issue-196 112 12 fragment fragment NOUN issue-196 112 13 ( ( PUNCT issue-196 112 14 the the DET issue-196 112 15 number number NOUN issue-196 112 16 of of ADP issue-196 112 17 elements element NOUN issue-196 112 18 of of ADP issue-196 112 19 the the DET issue-196 112 20 series series NOUN issue-196 112 21 included include VERB issue-196 112 22 in in ADP issue-196 112 23 them they PRON issue-196 112 24 ) ) PUNCT issue-196 112 25 can can AUX issue-196 112 26 vary vary VERB issue-196 112 27 significantly significantly ADV issue-196 112 28 . . PUNCT issue-196 113 1 a a DET issue-196 113 2 variation variation NOUN issue-196 113 3 of of ADP issue-196 113 4 the the DET issue-196 113 5 same same ADJ issue-196 113 6 problem problem NOUN issue-196 113 7 is be AUX issue-196 113 8 the the DET issue-196 113 9 search search NOUN issue-196 113 10 for for ADP issue-196 113 11 fractals fractal NOUN issue-196 113 12 , , PUNCT issue-196 113 13 that that ADV issue-196 113 14 is is ADV issue-196 113 15 , , PUNCT issue-196 113 16 sequences sequence NOUN issue-196 113 17 of of ADP issue-196 113 18 data datum NOUN issue-196 113 19 that that PRON issue-196 113 20 have have VERB issue-196 113 21 the the DET issue-196 113 22 property property NOUN issue-196 113 23 of of ADP issue-196 113 24 self self NOUN issue-196 113 25 - - PUNCT issue-196 113 26 similarity similarity NOUN issue-196 113 27 ( ( PUNCT issue-196 113 28 exact exact ADJ issue-196 113 29 or or CCONJ issue-196 113 30 approximate approximate ADJ issue-196 113 31 coincidence coincidence NOUN issue-196 113 32 of of ADP issue-196 113 33 data datum NOUN issue-196 113 34 with with ADP issue-196 113 35 its its PRON issue-196 113 36 part part NOUN issue-196 113 37 ) ) PUNCT issue-196 113 38 . . PUNCT issue-196 114 1 fractals fractal NOUN issue-196 114 2 can can AUX issue-196 114 3 occur occur VERB issue-196 114 4 in in ADP issue-196 114 5 sequences sequence NOUN issue-196 114 6 that that PRON issue-196 114 7 describe describe VERB issue-196 114 8 the the DET issue-196 114 9 collective collective ADJ issue-196 114 10 behaviour behaviour NOUN issue-196 114 11 of of ADP issue-196 114 12 people people NOUN issue-196 114 13 ( ( PUNCT issue-196 114 14 crowd crowd NOUN issue-196 114 15 effect effect NOUN issue-196 114 16 ) ) PUNCT issue-196 114 17 , , PUNCT issue-196 114 18 which which PRON issue-196 114 19 is be AUX issue-196 114 20 relevant relevant ADJ issue-196 114 21 , , PUNCT issue-196 114 22 for for ADP issue-196 114 23 example example NOUN issue-196 114 24 , , PUNCT issue-196 114 25 in in ADP issue-196 114 26 the the DET issue-196 114 27 analysis analysis NOUN issue-196 114 28 of of ADP issue-196 114 29 stock stock NOUN issue-196 114 30 data datum NOUN issue-196 114 31 . . PUNCT issue-196 115 1 also also ADV issue-196 115 2 , , PUNCT issue-196 115 3 these these DET issue-196 115 4 tasks task NOUN issue-196 115 5 are be AUX issue-196 115 6 solved solve VERB issue-196 115 7 in in ADP issue-196 115 8 medical medical ADJ issue-196 115 9 diagnostics diagnostic NOUN issue-196 115 10 , , PUNCT issue-196 115 11 in in ADP issue-196 115 12 the the DET issue-196 115 13 modelling modelling NOUN issue-196 115 14 of of ADP issue-196 115 15 climate climate NOUN issue-196 115 16 changes change NOUN issue-196 115 17 etc etc X issue-196 115 18 . . X issue-196 116 1 detecting detect VERB issue-196 116 2 anomalies anomaly NOUN issue-196 116 3 and and CCONJ issue-196 116 4 outliers outlier NOUN issue-196 116 5 . . PUNCT issue-196 117 1 it it PRON issue-196 117 2 includes include VERB issue-196 117 3 a a DET issue-196 117 4 wide wide ADJ issue-196 117 5 range range NOUN issue-196 117 6 of of ADP issue-196 117 7 tasks task NOUN issue-196 117 8 related relate VERB issue-196 117 9 to to ADP issue-196 117 10 the the DET issue-196 117 11 finding finding NOUN issue-196 117 12 and and CCONJ issue-196 117 13 identification identification NOUN issue-196 117 14 of of ADP issue-196 117 15 such such ADJ issue-196 117 16 data datum NOUN issue-196 117 17 elements element NOUN issue-196 117 18 that that PRON issue-196 117 19 do do AUX issue-196 117 20 not not PART issue-196 117 21 correspond correspond VERB issue-196 117 22 to to ADP issue-196 117 23 previously previously ADV issue-196 117 24 identified identify VERB issue-196 117 25 patterns pattern NOUN issue-196 117 26 . . PUNCT issue-196 118 1 and and CCONJ issue-196 118 2 such such ADJ issue-196 118 3 anomalies anomaly NOUN issue-196 118 4 can can AUX issue-196 118 5 be be AUX issue-196 118 6 both both DET issue-196 118 7 new new ADJ issue-196 118 8 patterns pattern NOUN issue-196 118 9 ( ( PUNCT issue-196 118 10 for for ADP issue-196 118 11 example example NOUN issue-196 118 12 , , PUNCT issue-196 118 13 new new ADJ issue-196 118 14 trends trend NOUN issue-196 118 15 in in ADP issue-196 118 16 stock stock NOUN issue-196 118 17 data datum NOUN issue-196 118 18 ) ) PUNCT issue-196 118 19 , , PUNCT issue-196 118 20 and and CCONJ issue-196 118 21 signals signal NOUN issue-196 118 22 about about ADP issue-196 118 23 the the DET issue-196 118 24 abnormal abnormal ADJ issue-196 118 25 behaviour behaviour NOUN issue-196 118 26 of of ADP issue-196 118 27 the the DET issue-196 118 28 observation observation NOUN issue-196 118 29 object object NOUN issue-196 118 30 . . PUNCT issue-196 119 1 the the DET issue-196 119 2 object object NOUN issue-196 119 3 of of ADP issue-196 119 4 anomalies anomaly NOUN issue-196 119 5 search search NOUN issue-196 119 6 can can AUX issue-196 119 7 be be AUX issue-196 119 8 the the DET issue-196 119 9 results result NOUN issue-196 119 10 of of ADP issue-196 119 11 measurements measurement NOUN issue-196 119 12 , , PUNCT issue-196 119 13 time time NOUN issue-196 119 14 series series NOUN issue-196 119 15 , , PUNCT issue-196 119 16 text text NOUN issue-196 119 17 information information NOUN issue-196 119 18 , , PUNCT issue-196 119 19 graphs graph NOUN issue-196 119 20 . . PUNCT issue-196 120 1 the the DET issue-196 120 2 problems problem NOUN issue-196 120 3 of of ADP issue-196 120 4 finding find VERB issue-196 120 5 anomalies anomaly NOUN issue-196 120 6 are be AUX issue-196 120 7 solved solve VERB issue-196 120 8 within within ADP issue-196 120 9 the the DET issue-196 120 10 framework framework NOUN issue-196 120 11 of of ADP issue-196 120 12 information information NOUN issue-196 120 13 security security NOUN issue-196 120 14 systems system NOUN issue-196 120 15 , , PUNCT issue-196 120 16 systems system NOUN issue-196 120 17 for for ADP issue-196 120 18 detecting detect VERB issue-196 120 19 fraudulent fraudulent ADJ issue-196 120 20 transactions transaction NOUN issue-196 120 21 with with ADP issue-196 120 22 bank bank NOUN issue-196 120 23 cards card NOUN issue-196 120 24 , , PUNCT issue-196 120 25 medical medical ADJ issue-196 120 26 diagnostics diagnostic NOUN issue-196 120 27 and and CCONJ issue-196 120 28 in in ADP issue-196 120 29 many many ADJ issue-196 120 30 other other ADJ issue-196 120 31 areas area NOUN issue-196 120 32 . . PUNCT issue-196 121 1 in in ADP issue-196 121 2 addition addition NOUN issue-196 121 3 , , PUNCT issue-196 121 4 they they PRON issue-196 121 5 can can AUX issue-196 121 6 be be AUX issue-196 121 7 used use VERB issue-196 121 8 to to PART issue-196 121 9 clear clear VERB issue-196 121 10 data datum NOUN issue-196 121 11 from from ADP issue-196 121 12 noise noise NOUN issue-196 121 13 . . PUNCT issue-196 122 1 as as ADP issue-196 122 2 a a DET issue-196 122 3 matter matter NOUN issue-196 122 4 of of ADP issue-196 122 5 fact fact NOUN issue-196 122 6 , , PUNCT issue-196 122 7 the the DET issue-196 122 8 problem problem NOUN issue-196 122 9 of of ADP issue-196 122 10 detecting detect VERB issue-196 122 11 anomalies anomaly NOUN issue-196 122 12 and and CCONJ issue-196 122 13 outliers outlier NOUN issue-196 122 14 is be AUX issue-196 122 15 close close ADJ issue-196 122 16 to to ADP issue-196 122 17 the the DET issue-196 122 18 task task NOUN issue-196 122 19 of of ADP issue-196 122 20 identifying identify VERB issue-196 122 21 significant significant ADJ issue-196 122 22 features feature NOUN issue-196 122 23 , , PUNCT issue-196 122 24 which which PRON issue-196 122 25 gives give VERB issue-196 122 26 grounds ground NOUN issue-196 122 27 for for ADP issue-196 122 28 uniting unite VERB issue-196 122 29 them they PRON issue-196 122 30 under under ADP issue-196 122 31 one one NUM issue-196 122 32 taxon taxon NOUN issue-196 122 33 . . PUNCT issue-196 123 1 analysis analysis NOUN issue-196 123 2 of of ADP issue-196 123 3 social social ADJ issue-196 123 4 networks network NOUN issue-196 123 5 is be AUX issue-196 123 6 a a DET issue-196 123 7 process process NOUN issue-196 123 8 of of ADP issue-196 123 9 researching research VERB issue-196 123 10 social social ADJ issue-196 123 11 structures structure NOUN issue-196 123 12 , , PUNCT issue-196 123 13 by by ADP issue-196 123 14 presenting present VERB issue-196 123 15 them they PRON issue-196 123 16 in in ADP issue-196 123 17 the the DET issue-196 123 18 form form NOUN issue-196 123 19 of of ADP issue-196 123 20 vertices vertex NOUN issue-196 123 21 and and CCONJ issue-196 123 22 connections connection NOUN issue-196 123 23 , , PUNCT issue-196 123 24 using use VERB issue-196 123 25 the the DET issue-196 123 26 tools tool NOUN issue-196 123 27 of of ADP issue-196 123 28 graph graph NOUN issue-196 123 29 theory theory NOUN issue-196 123 30 and and CCONJ issue-196 123 31 network network NOUN issue-196 123 32 theory theory NOUN issue-196 123 33 . . PUNCT issue-196 124 1 classical classical ADJ issue-196 124 2 methods method NOUN issue-196 124 3 of of ADP issue-196 124 4 analysis analysis NOUN issue-196 124 5 allow allow VERB issue-196 124 6 us we PRON issue-196 124 7 to to PART issue-196 124 8 analyse analyse VERB issue-196 124 9 the the DET issue-196 124 10 topology topology NOUN issue-196 124 11 of of ADP issue-196 124 12 social social ADJ issue-196 124 13 networks network NOUN issue-196 124 14 effectively effectively ADV issue-196 124 15 , , PUNCT issue-196 124 16 in in ADP issue-196 124 17 particular particular ADJ issue-196 124 18 , , PUNCT issue-196 124 19 to to PART issue-196 124 20 identify identify VERB issue-196 124 21 key key ADJ issue-196 124 22 nodes node NOUN issue-196 124 23 and and CCONJ issue-196 124 24 links link NOUN issue-196 124 25 , , PUNCT issue-196 124 26 to to PART issue-196 124 27 identify identify VERB issue-196 124 28 weak weak ADJ issue-196 124 29 links link NOUN issue-196 124 30 , , PUNCT issue-196 124 31 and and CCONJ issue-196 124 32 to to PART issue-196 124 33 find find VERB issue-196 124 34 the the DET issue-196 124 35 shortest short ADJ issue-196 124 36 paths path NOUN issue-196 124 37 between between ADP issue-196 124 38 nodes node NOUN issue-196 124 39 . . PUNCT issue-196 125 1 however however ADV issue-196 125 2 , , PUNCT issue-196 125 3 in in ADP issue-196 125 4 modern modern ADJ issue-196 125 5 conditions condition NOUN issue-196 125 6 , , PUNCT issue-196 125 7 this this PRON issue-196 125 8 is be AUX issue-196 125 9 not not PART issue-196 125 10 enough enough ADJ issue-196 125 11 since since SCONJ issue-196 125 12 the the DET issue-196 125 13 role role NOUN issue-196 125 14 of of ADP issue-196 125 15 social social ADJ issue-196 125 16 networks network NOUN issue-196 125 17 is be AUX issue-196 125 18 continuously continuously ADV issue-196 125 19 growing grow VERB issue-196 125 20 , , PUNCT issue-196 125 21 and and CCONJ issue-196 125 22 , , PUNCT issue-196 125 23 baltic baltic ADJ issue-196 125 24 journal journal PROPN issue-196 125 25 of of ADP issue-196 125 26 economic economic ADJ issue-196 125 27 studies study NOUN issue-196 125 28 50 50 NUM issue-196 125 29 vol vol NOUN issue-196 125 30 . . PUNCT issue-196 126 1 3 3 NUM issue-196 126 2 , , PUNCT issue-196 126 3 no no INTJ issue-196 126 4 . . NOUN issue-196 126 5 3 3 NUM issue-196 126 6 , , PUNCT issue-196 126 7 2017 2017 NUM issue-196 126 8 consequently consequently ADV issue-196 126 9 , , PUNCT issue-196 126 10 the the DET issue-196 126 11 complexity complexity NOUN issue-196 126 12 of of ADP issue-196 126 13 requests request NOUN issue-196 126 14 to to ADP issue-196 126 15 them they PRON issue-196 126 16 is be AUX issue-196 126 17 growing grow VERB issue-196 126 18 . . PUNCT issue-196 127 1 a a DET issue-196 127 2 significant significant ADJ issue-196 127 3 number number NOUN issue-196 127 4 of of ADP issue-196 127 5 practical practical ADJ issue-196 127 6 problems problem NOUN issue-196 127 7 in in ADP issue-196 127 8 the the DET issue-196 127 9 analysis analysis NOUN issue-196 127 10 of of ADP issue-196 127 11 social social ADJ issue-196 127 12 networks network NOUN issue-196 127 13 are be AUX issue-196 127 14 reduced reduce VERB issue-196 127 15 to to ADP issue-196 127 16 the the DET issue-196 127 17 allocation allocation NOUN issue-196 127 18 of of ADP issue-196 127 19 participants participant NOUN issue-196 127 20 groups group NOUN issue-196 127 21 in in ADP issue-196 127 22 the the DET issue-196 127 23 network network NOUN issue-196 127 24 for for ADP issue-196 127 25 some some DET issue-196 127 26 generalizing generalize VERB issue-196 127 27 feature feature NOUN issue-196 127 28 . . PUNCT issue-196 128 1 the the DET issue-196 128 2 more more ADV issue-196 128 3 abstract abstract ADJ issue-196 128 4 this this DET issue-196 128 5 feature feature NOUN issue-196 128 6 is be AUX issue-196 128 7 , , PUNCT issue-196 128 8 the the PRON issue-196 128 9 more more ADV issue-196 128 10 difficult difficult ADJ issue-196 128 11 the the DET issue-196 128 12 task task NOUN issue-196 128 13 becomes become VERB issue-196 128 14 . . PUNCT issue-196 129 1 the the DET issue-196 129 2 tasks task NOUN issue-196 129 3 of of ADP issue-196 129 4 analysing analyse VERB issue-196 129 5 social social ADJ issue-196 129 6 networks network NOUN issue-196 129 7 are be AUX issue-196 129 8 relevant relevant ADJ issue-196 129 9 in in ADP issue-196 129 10 economics economic NOUN issue-196 129 11 , , PUNCT issue-196 129 12 marketing marketing NOUN issue-196 129 13 , , PUNCT issue-196 129 14 sociology sociology NOUN issue-196 129 15 , , PUNCT issue-196 129 16 politics politic NOUN issue-196 129 17 , , PUNCT issue-196 129 18 historical historical ADJ issue-196 129 19 research research NOUN issue-196 129 20 and and CCONJ issue-196 129 21 many many ADJ issue-196 129 22 other other ADJ issue-196 129 23 areas area NOUN issue-196 129 24 ( ( PUNCT issue-196 129 25 hunt hunt NOUN issue-196 129 26 , , PUNCT issue-196 129 27 gentzkow gentzkow NOUN issue-196 129 28 , , PUNCT issue-196 129 29 2017 2017 NUM issue-196 129 30 ) ) PUNCT issue-196 129 31 . . PUNCT issue-196 130 1 the the DET issue-196 130 2 study study NOUN issue-196 130 3 and and CCONJ issue-196 130 4 comparison comparison NOUN issue-196 130 5 of of ADP issue-196 130 6 the the DET issue-196 130 7 analysed analyse VERB issue-196 130 8 data data NOUN issue-196 130 9 analysis analysis NOUN issue-196 130 10 problems problem NOUN issue-196 130 11 made make VERB issue-196 130 12 it it PRON issue-196 130 13 possible possible ADJ issue-196 130 14 to to PART issue-196 130 15 update update VERB issue-196 130 16 the the DET issue-196 130 17 classification classification NOUN issue-196 130 18 shown show VERB issue-196 130 19 in in ADP issue-196 130 20 fig fig NOUN issue-196 130 21 . . PUNCT issue-196 131 1 1 1 X issue-196 131 2 . . PUNCT issue-196 132 1 the the DET issue-196 132 2 specified specified ADJ issue-196 132 3 classification classification NOUN issue-196 132 4 is be AUX issue-196 132 5 shown show VERB issue-196 132 6 in in ADP issue-196 132 7 fig fig NOUN issue-196 132 8 . . PUNCT issue-196 133 1 2 2 X issue-196 133 2 . . X issue-196 133 3 data datum NOUN issue-196 133 4 mining mining NOUN issue-196 133 5 descriptive descriptive ADJ issue-196 133 6 clustering clustering NOUN issue-196 133 7 link link NOUN issue-196 133 8 analysis analysis NOUN issue-196 133 9 s s VERB issue-196 133 10 um um INTJ issue-196 133 11 m m NOUN issue-196 133 12 ar ar PROPN issue-196 133 13 iz iz INTJ issue-196 133 14 at at ADP issue-196 133 15 io io PROPN issue-196 133 16 n n PROPN issue-196 133 17 s s PROPN issue-196 133 18 eq eq NOUN issue-196 133 19 ue ue PROPN issue-196 133 20 nt nt PROPN issue-196 133 21 ia ia PROPN issue-196 134 1 l l PROPN issue-196 134 2 p p PROPN issue-196 134 3 at at ADP issue-196 134 4 te te PROPN issue-196 134 5 rn rn PROPN issue-196 134 6 m m PROPN issue-196 134 7 in in ADV issue-196 134 8 in in ADP issue-196 134 9 g g PROPN issue-196 134 10 a a DET issue-196 134 11 ss ss NOUN issue-196 134 12 oc oc PROPN issue-196 134 13 ia ia PROPN issue-196 134 14 tio tio PROPN issue-196 134 15 n n PROPN issue-196 134 16 ru ru PROPN issue-196 134 17 le le PROPN issue-196 134 18 s s PROPN issue-196 134 19 seri seri PROPN issue-196 134 20 es es X issue-196 134 21 s s X issue-196 134 22 ub ub INTJ issue-196 134 23 se se X issue-196 134 24 qu qu PROPN issue-196 134 25 en en PROPN issue-196 134 26 ce ce PROPN issue-196 134 27 s s PROPN issue-196 134 28 ea ea PROPN issue-196 134 29 rc rc PROPN issue-196 134 30 h h PROPN issue-196 134 31 m m VERB issue-196 134 32 at at ADP issue-196 134 33 rix rix PROPN issue-196 134 34 series series PROPN issue-196 134 35 predictive predictive PROPN issue-196 134 36 p p X issue-196 134 37 re re X issue-196 134 38 di di X issue-196 134 39 ct ct PROPN issue-196 134 40 io io PROPN issue-196 134 41 n n ADP issue-196 134 42 ti ti NOUN issue-196 134 43 m m PROPN issue-196 134 44 e e PROPN issue-196 134 45 se se X issue-196 134 46 rie rie PROPN issue-196 134 47 s s PROPN issue-196 134 48 an an DET issue-196 134 49 al al PROPN issue-196 134 50 ys ys PROPN issue-196 134 51 is be AUX issue-196 134 52 regressionclassification regressionclassification NOUN issue-196 135 1 a a DET issue-196 135 2 no no INTJ issue-196 135 3 m m NOUN issue-196 135 4 al al PROPN issue-196 135 5 y y PROPN issue-196 135 6 se se PROPN issue-196 135 7 ar ar PROPN issue-196 135 8 ch ch PROPN issue-196 135 9 s s PROPN issue-196 135 10 oc oc PROPN issue-196 135 11 ia ia PROPN issue-196 135 12 l l PROPN issue-196 135 13 n n ADP issue-196 135 14 et et NOUN issue-196 135 15 w w NOUN issue-196 135 16 or or CCONJ issue-196 135 17 ks ks PROPN issue-196 136 1 a a PRON issue-196 136 2 na na NOUN issue-196 136 3 ly ly X issue-196 136 4 si si PROPN issue-196 136 5 s s PART issue-196 136 6 graph graph NOUN issue-196 136 7 g g PROPN issue-196 136 8 ro ro NOUN issue-196 136 9 up up ADP issue-196 136 10 in in ADP issue-196 136 11 g g PROPN issue-196 136 12 ob ob ADP issue-196 136 13 je je PROPN issue-196 136 14 ct ct PROPN issue-196 136 15 s s PROPN issue-196 136 16 m m NOUN issue-196 136 17 atrix atrix NOUN issue-196 136 18 graph graph NOUN issue-196 136 19 n n ADV issue-196 136 20 et et NOUN issue-196 136 21 w w NOUN issue-196 136 22 or or CCONJ issue-196 136 23 k k PROPN issue-196 136 24 re re X issue-196 136 25 la la X issue-196 136 26 tio tio PROPN issue-196 136 27 ns ns INTJ issue-196 137 1 hi hi INTJ issue-196 138 1 p p NOUN issue-196 138 2 outlier outlier NOUN issue-196 138 3 analysis analysis NOUN issue-196 138 4 b b PROPN issue-196 138 5 in in ADP issue-196 138 6 ar ar PROPN issue-196 138 7 y y PROPN issue-196 138 8 p p PROPN issue-196 138 9 ol ol PROPN issue-196 138 10 yn yn PROPN issue-196 138 11 ar ar PROPN issue-196 138 12 y y PROPN issue-196 138 13 r r PROPN issue-196 138 14 eg eg NOUN issue-196 138 15 re re ADP issue-196 138 16 ss ss PROPN issue-196 138 17 io io PROPN issue-196 138 18 n n DET issue-196 138 19 fig fig NOUN issue-196 138 20 . . PUNCT issue-196 139 1 2 2 X issue-196 139 2 . . NUM issue-196 139 3 clarified clarify VERB issue-196 139 4 classification classification NOUN issue-196 139 5 of of ADP issue-196 139 6 data datum NOUN issue-196 139 7 analysis analysis NOUN issue-196 139 8 problems problem NOUN issue-196 139 9 as as SCONJ issue-196 139 10 can can AUX issue-196 139 11 be be AUX issue-196 139 12 seen see VERB issue-196 139 13 from from ADP issue-196 139 14 the the DET issue-196 139 15 comparison comparison NOUN issue-196 139 16 of of ADP issue-196 139 17 fig fig NOUN issue-196 139 18 . . PUNCT issue-196 140 1 1 1 NUM issue-196 140 2 and and CCONJ issue-196 140 3 fig fig NOUN issue-196 140 4 . . PUNCT issue-196 141 1 2 2 NUM issue-196 141 2 , , PUNCT issue-196 141 3 the the DET issue-196 141 4 number number NOUN issue-196 141 5 of of ADP issue-196 141 6 grading grade VERB issue-196 141 7 grades grade NOUN issue-196 141 8 is be AUX issue-196 141 9 increased increase VERB issue-196 141 10 due due ADP issue-196 141 11 to to ADP issue-196 141 12 the the DET issue-196 141 13 allocation allocation NOUN issue-196 141 14 and and CCONJ issue-196 141 15 order order NOUN issue-196 141 16 of of ADP issue-196 141 17 taxonomic taxonomic ADJ issue-196 141 18 features feature NOUN issue-196 141 19 . . PUNCT issue-196 142 1 this this PRON issue-196 142 2 allows allow VERB issue-196 142 3 you you PRON issue-196 142 4 to to PART issue-196 142 5 better well ADV issue-196 142 6 understand understand VERB issue-196 142 7 the the DET issue-196 142 8 relationship relationship NOUN issue-196 142 9 between between ADP issue-196 142 10 different different ADJ issue-196 142 11 classes class NOUN issue-196 142 12 of of ADP issue-196 142 13 problems problem NOUN issue-196 142 14 and and CCONJ issue-196 142 15 methods method NOUN issue-196 142 16 for for ADP issue-196 142 17 their their PRON issue-196 142 18 solution solution NOUN issue-196 142 19 better well ADV issue-196 142 20 , , PUNCT issue-196 142 21 which which PRON issue-196 142 22 ultimately ultimately ADV issue-196 142 23 increases increase VERB issue-196 142 24 the the DET issue-196 142 25 efficiency efficiency NOUN issue-196 142 26 of of ADP issue-196 142 27 data datum NOUN issue-196 142 28 analysis analysis NOUN issue-196 142 29 . . PUNCT issue-196 143 1 let let VERB issue-196 143 2 us we PRON issue-196 143 3 consider consider VERB issue-196 143 4 the the DET issue-196 143 5 features feature NOUN issue-196 143 6 of of ADP issue-196 143 7 the the DET issue-196 143 8 proposed propose VERB issue-196 143 9 classification classification NOUN issue-196 143 10 . . PUNCT issue-196 144 1 the the DET issue-196 144 2 dotted dotted ADJ issue-196 144 3 link link NOUN issue-196 144 4 line line NOUN issue-196 144 5 of of ADP issue-196 144 6 the the DET issue-196 144 7 problems problem NOUN issue-196 144 8 of of ADP issue-196 144 9 prediction prediction NOUN issue-196 144 10 and and CCONJ issue-196 144 11 analysis analysis NOUN issue-196 144 12 of of ADP issue-196 144 13 time time NOUN issue-196 144 14 series series NOUN issue-196 144 15 with with ADP issue-196 144 16 a a DET issue-196 144 17 regression regression NOUN issue-196 144 18 taxon taxon ADJ issue-196 144 19 emphasizes emphasize VERB issue-196 144 20 the the DET issue-196 144 21 existence existence NOUN issue-196 144 22 of of ADP issue-196 144 23 regression regression NOUN issue-196 144 24 problems problem NOUN issue-196 144 25 in in ADP issue-196 144 26 its its PRON issue-196 144 27 pure pure ADJ issue-196 144 28 form form NOUN issue-196 144 29 as as ADP issue-196 144 30 problems problem NOUN issue-196 144 31 of of ADP issue-196 144 32 revealing reveal VERB issue-196 144 33 the the DET issue-196 144 34 relationship relationship NOUN issue-196 144 35 between between ADP issue-196 144 36 input input NOUN issue-196 144 37 and and CCONJ issue-196 144 38 output output NOUN issue-196 144 39 variables variable NOUN issue-196 144 40 . . PUNCT issue-196 145 1 let let VERB issue-196 145 2 us we PRON issue-196 145 3 analyse analyse VERB issue-196 145 4 the the DET issue-196 145 5 taxonomic taxonomic ADJ issue-196 145 6 category category NOUN issue-196 145 7 of of ADP issue-196 145 8 clustering clustering ADJ issue-196 145 9 tasks task NOUN issue-196 145 10 . . PUNCT issue-196 146 1 the the DET issue-196 146 2 analysis analysis NOUN issue-196 146 3 showed show VERB issue-196 146 4 that that SCONJ issue-196 146 5 the the DET issue-196 146 6 tasks task NOUN issue-196 146 7 of of ADP issue-196 146 8 sequence sequence NOUN issue-196 146 9 search search NOUN issue-196 146 10 in in ADP issue-196 146 11 data datum NOUN issue-196 146 12 and and CCONJ issue-196 146 13 analysis analysis NOUN issue-196 146 14 of of ADP issue-196 146 15 social social ADJ issue-196 146 16 networks network NOUN issue-196 146 17 are be AUX issue-196 146 18 also also ADV issue-196 146 19 actually actually ADV issue-196 146 20 clustering cluster VERB issue-196 146 21 tasks task NOUN issue-196 146 22 , , PUNCT issue-196 146 23 differing differ VERB issue-196 146 24 only only ADV issue-196 146 25 in in ADP issue-196 146 26 the the DET issue-196 146 27 representation representation NOUN issue-196 146 28 of of ADP issue-196 146 29 input input NOUN issue-196 146 30 data datum NOUN issue-196 146 31 and and CCONJ issue-196 146 32 in in ADP issue-196 146 33 the the DET issue-196 146 34 dimension dimension NOUN issue-196 146 35 of of ADP issue-196 146 36 the the DET issue-196 146 37 grouping group VERB issue-196 146 38 space space NOUN issue-196 146 39 . . PUNCT issue-196 147 1 thus thus ADV issue-196 147 2 , , PUNCT issue-196 147 3 subsequence subsequence NOUN issue-196 147 4 search search NOUN issue-196 147 5 in in ADP issue-196 147 6 dynamic dynamic ADJ issue-196 147 7 series series NOUN issue-196 147 8 actually actually ADV issue-196 147 9 represents represent VERB issue-196 147 10 a a DET issue-196 147 11 clustering clustering ADJ issue-196 147 12 task task NOUN issue-196 147 13 in in ADP issue-196 147 14 a a DET issue-196 147 15 one one NUM issue-196 147 16 - - PUNCT issue-196 147 17 dimensional dimensional ADJ issue-196 147 18 space space NOUN issue-196 147 19 , , PUNCT issue-196 147 20 where where SCONJ issue-196 147 21 each each DET issue-196 147 22 element element NOUN issue-196 147 23 has have VERB issue-196 147 24 only only ADV issue-196 147 25 two two NUM issue-196 147 26 neighbours neighbour NOUN issue-196 147 27     SPACE issue-196 147 28 – – PUNCT issue-196 147 29 the the DET issue-196 147 30 previous previous ADJ issue-196 147 31 row row NOUN issue-196 147 32 value value NOUN issue-196 147 33 and and CCONJ issue-196 147 34 the the DET issue-196 147 35 subsequent subsequent ADJ issue-196 147 36 one one NUM issue-196 147 37 . . PUNCT issue-196 148 1 clustering cluster VERB issue-196 148 2 in in ADP issue-196 148 3 its its PRON issue-196 148 4 pure pure ADJ issue-196 148 5 form form NOUN issue-196 148 6 is be AUX issue-196 148 7 usually usually ADV issue-196 148 8 called call VERB issue-196 148 9 the the DET issue-196 148 10 task task NOUN issue-196 148 11 of of ADP issue-196 148 12 grouping group VERB issue-196 148 13 an an DET issue-196 148 14 array array NOUN issue-196 148 15 of of ADP issue-196 148 16 input input NOUN issue-196 148 17 data datum NOUN issue-196 148 18 , , PUNCT issue-196 148 19 where where SCONJ issue-196 148 20 each each DET issue-196 148 21 element element NOUN issue-196 148 22 ( ( PUNCT issue-196 148 23 except except SCONJ issue-196 148 24 for for ADP issue-196 148 25 extreme extreme ADJ issue-196 148 26 and and CCONJ issue-196 148 27 angular angular ADJ issue-196 148 28 ) ) PUNCT issue-196 148 29 has have VERB issue-196 148 30 a a DET issue-196 148 31 fixed fix VERB issue-196 148 32 number number NOUN issue-196 148 33 of of ADP issue-196 148 34 neighbours neighbour NOUN issue-196 148 35 . . PUNCT issue-196 149 1 in in ADP issue-196 149 2 two two NUM issue-196 149 3 - - PUNCT issue-196 149 4 dimensional dimensional ADJ issue-196 149 5 space space NOUN issue-196 149 6 , , PUNCT issue-196 149 7 there there PRON issue-196 149 8 are be VERB issue-196 149 9 four four NUM issue-196 149 10 neighbours neighbour NOUN issue-196 149 11 , , PUNCT issue-196 149 12 in in ADP issue-196 149 13 three three NUM issue-196 149 14 - - PUNCT issue-196 149 15 dimensional dimensional ADJ issue-196 149 16     SPACE issue-196 149 17 – – PUNCT issue-196 149 18 six six NUM issue-196 149 19 , , PUNCT issue-196 149 20 and and CCONJ issue-196 149 21 so so ADV issue-196 149 22 on on ADV issue-196 149 23 . . PUNCT issue-196 150 1 input input NOUN issue-196 150 2 data datum NOUN issue-196 150 3 , , PUNCT issue-196 150 4 in in ADP issue-196 150 5 this this DET issue-196 150 6 case case NOUN issue-196 150 7 , , PUNCT issue-196 150 8 are be AUX issue-196 150 9 presented present VERB issue-196 150 10 in in ADP issue-196 150 11 matrix matrix NOUN issue-196 150 12 form form NOUN issue-196 150 13 . . PUNCT issue-196 151 1 finally finally ADV issue-196 151 2 , , PUNCT issue-196 151 3 the the DET issue-196 151 4 analysis analysis NOUN issue-196 151 5 of of ADP issue-196 151 6 social social ADJ issue-196 151 7 networks network NOUN issue-196 151 8 is be AUX issue-196 151 9 a a DET issue-196 151 10 task task NOUN issue-196 151 11 where where SCONJ issue-196 151 12 each each DET issue-196 151 13 element element NOUN issue-196 151 14 of of ADP issue-196 151 15 the the DET issue-196 151 16 input input NOUN issue-196 151 17 data datum NOUN issue-196 151 18 ( ( PUNCT issue-196 151 19 the the DET issue-196 151 20 top top NOUN issue-196 151 21 of of ADP issue-196 151 22 the the DET issue-196 151 23 graph graph NOUN issue-196 151 24 ) ) PUNCT issue-196 151 25 can can AUX issue-196 151 26 have have VERB issue-196 151 27 an an DET issue-196 151 28 arbitrary arbitrary ADJ issue-196 151 29 number number NOUN issue-196 151 30 of of ADP issue-196 151 31 neighbours neighbour NOUN issue-196 151 32 , , PUNCT issue-196 151 33 which which PRON issue-196 151 34 in in ADP issue-196 151 35 real real ADJ issue-196 151 36 social social ADJ issue-196 151 37 networks network NOUN issue-196 151 38 can can AUX issue-196 151 39 reach reach VERB issue-196 151 40 several several ADJ issue-196 151 41 thousand thousand NUM issue-196 151 42 ( ( PUNCT issue-196 151 43 and and CCONJ issue-196 151 44 for for ADP issue-196 151 45 individual individual ADJ issue-196 151 46 people people NOUN issue-196 151 47 even even ADV issue-196 151 48 more more ADV issue-196 151 49 ) ) PUNCT issue-196 151 50 . . PUNCT issue-196 152 1 thus thus ADV issue-196 152 2 , , PUNCT issue-196 152 3 we we PRON issue-196 152 4 can can AUX issue-196 152 5 conclude conclude VERB issue-196 152 6 that that SCONJ issue-196 152 7 it it PRON issue-196 152 8 is be AUX issue-196 152 9 the the DET issue-196 152 10 dimension dimension NOUN issue-196 152 11 sign sign NOUN issue-196 152 12 of of ADP issue-196 152 13 the the DET issue-196 152 14 grouping group VERB issue-196 152 15 space space NOUN issue-196 152 16 ( ( PUNCT issue-196 152 17 the the DET issue-196 152 18 number number NOUN issue-196 152 19 of of ADP issue-196 152 20 neighbouring neighbouring ADJ issue-196 152 21 elements element NOUN issue-196 152 22 in in ADP issue-196 152 23 the the DET issue-196 152 24 input input NOUN issue-196 152 25 data datum NOUN issue-196 152 26 ) ) PUNCT issue-196 152 27 that that PRON issue-196 152 28 is be AUX issue-196 152 29 a a DET issue-196 152 30 natural natural ADJ issue-196 152 31 classification classification NOUN issue-196 152 32 feature feature NOUN issue-196 152 33 for for ADP issue-196 152 34 clustering clustering ADJ issue-196 152 35 tasks task NOUN issue-196 152 36 , , PUNCT issue-196 152 37 which which PRON issue-196 152 38 is be AUX issue-196 152 39 reflected reflect VERB issue-196 152 40 in in ADP issue-196 152 41 fig fig NOUN issue-196 152 42 . . PUNCT issue-196 153 1 2 2 X issue-196 153 2 . . X issue-196 153 3 the the DET issue-196 153 4 tasks task NOUN issue-196 153 5 of of ADP issue-196 153 6 searching search VERB issue-196 153 7 for for ADP issue-196 153 8 associative associative ADJ issue-196 153 9 rules rule NOUN issue-196 153 10 and and CCONJ issue-196 153 11 identifying identify VERB issue-196 153 12 cause cause NOUN issue-196 153 13 - - PUNCT issue-196 153 14 effect effect NOUN issue-196 153 15 relationships relationship NOUN issue-196 153 16 are be AUX issue-196 153 17 placed place VERB issue-196 153 18 under under ADP issue-196 153 19 the the DET issue-196 153 20 taxonomy taxonomy NOUN issue-196 153 21 of of ADP issue-196 153 22 the the DET issue-196 153 23 “ " PUNCT issue-196 153 24 link link NOUN issue-196 153 25 analysis analysis NOUN issue-196 153 26 ” " PUNCT issue-196 153 27 taxonomy taxonomy NOUN issue-196 153 28 . . PUNCT issue-196 154 1 the the DET issue-196 154 2 basis basis NOUN issue-196 154 3 for for ADP issue-196 154 4 this this PRON issue-196 154 5 is be AUX issue-196 154 6 the the DET issue-196 154 7 similarity similarity NOUN issue-196 154 8 of of ADP issue-196 154 9 tasks task NOUN issue-196 154 10 . . PUNCT issue-196 155 1 as as ADP issue-196 155 2 for for ADP issue-196 155 3 the the DET issue-196 155 4 clustering cluster VERB issue-196 155 5 taxon taxon NOUN issue-196 155 6 , , PUNCT issue-196 155 7 the the DET issue-196 155 8 main main ADJ issue-196 155 9 difference difference NOUN issue-196 155 10 between between ADP issue-196 155 11 them they PRON issue-196 155 12 is be AUX issue-196 155 13 the the DET issue-196 155 14 representation representation NOUN issue-196 155 15 of of ADP issue-196 155 16 the the DET issue-196 155 17 input input NOUN issue-196 155 18 data datum NOUN issue-196 155 19 and and CCONJ issue-196 155 20 the the DET issue-196 155 21 dimensionality dimensionality NOUN issue-196 155 22 of of ADP issue-196 155 23 the the DET issue-196 155 24 input input NOUN issue-196 155 25 data data NOUN issue-196 155 26 space space NOUN issue-196 155 27 . . PUNCT issue-196 156 1 when when SCONJ issue-196 156 2 the the DET issue-196 156 3 cause cause NOUN issue-196 156 4 - - PUNCT issue-196 156 5 effect effect NOUN issue-196 156 6 relationships relationship NOUN issue-196 156 7 are be AUX issue-196 156 8 identified identify VERB issue-196 156 9 , , PUNCT issue-196 156 10 the the DET issue-196 156 11 events event NOUN issue-196 156 12 ( ( PUNCT issue-196 156 13 analysed analyse VERB issue-196 156 14 elements element NOUN issue-196 156 15 ) ) PUNCT issue-196 156 16 are be AUX issue-196 156 17 separated separate VERB issue-196 156 18 in in ADP issue-196 156 19 time time NOUN issue-196 156 20 and and CCONJ issue-196 156 21 , , PUNCT issue-196 156 22 therefore therefore ADV issue-196 156 23 , , PUNCT issue-196 156 24 can can AUX issue-196 156 25 be be AUX issue-196 156 26 represented represent VERB issue-196 156 27 as as ADP issue-196 156 28 a a DET issue-196 156 29 dynamic dynamic ADJ issue-196 156 30 series series NOUN issue-196 156 31 . . PUNCT issue-196 157 1 when when SCONJ issue-196 157 2 searching search VERB issue-196 157 3 for for ADP issue-196 157 4 associative associative ADJ issue-196 157 5 rules rule NOUN issue-196 157 6 , , PUNCT issue-196 157 7 the the DET issue-196 157 8 input input NOUN issue-196 157 9 data datum NOUN issue-196 157 10 set set VERB issue-196 157 11 is be AUX issue-196 157 12 represented represent VERB issue-196 157 13 in in ADP issue-196 157 14 a a DET issue-196 157 15 matrix matrix NOUN issue-196 157 16 form form NOUN issue-196 157 17 describing describe VERB issue-196 157 18 events event NOUN issue-196 157 19 that that PRON issue-196 157 20 occur occur VERB issue-196 157 21 simultaneously simultaneously ADV issue-196 157 22 or or CCONJ issue-196 157 23 are be AUX issue-196 157 24 close close ADJ issue-196 157 25 in in ADP issue-196 157 26 time time NOUN issue-196 157 27 . . PUNCT issue-196 158 1 since since SCONJ issue-196 158 2 the the DET issue-196 158 3 structure structure NOUN issue-196 158 4 of of ADP issue-196 158 5 the the DET issue-196 158 6 resulting result VERB issue-196 158 7 taxon taxon ADJ issue-196 158 8 “ " PUNCT issue-196 158 9 link link NOUN issue-196 158 10 analysis analysis NOUN issue-196 158 11 ” " PUNCT issue-196 158 12 resembles resemble VERB issue-196 158 13 the the DET issue-196 158 14 structure structure NOUN issue-196 158 15 of of ADP issue-196 158 16 the the DET issue-196 158 17 clustering cluster VERB issue-196 158 18 taxon taxon NOUN issue-196 158 19 , , PUNCT issue-196 158 20 this this PRON issue-196 158 21 gives give VERB issue-196 158 22 grounds ground NOUN issue-196 158 23 to to PART issue-196 158 24 assume assume VERB issue-196 158 25 the the DET issue-196 158 26 existence existence NOUN issue-196 158 27 of of ADP issue-196 158 28 another another DET issue-196 158 29 previously previously ADV issue-196 158 30 unknown unknown ADJ issue-196 158 31 problem problem NOUN issue-196 158 32 of of ADP issue-196 158 33 link link NOUN issue-196 158 34 analysis analysis NOUN issue-196 158 35 , , PUNCT issue-196 158 36 the the DET issue-196 158 37 input input NOUN issue-196 158 38 data datum NOUN issue-196 158 39 for for ADP issue-196 158 40 which which PRON issue-196 158 41 are be AUX issue-196 158 42 presented present VERB issue-196 158 43 as as ADP issue-196 158 44 a a DET issue-196 158 45 graph graph NOUN issue-196 158 46 . . PUNCT issue-196 159 1 if if SCONJ issue-196 159 2 we we PRON issue-196 159 3 formulate formulate VERB issue-196 159 4 its its PRON issue-196 159 5 essence essence NOUN issue-196 159 6 by by ADP issue-196 159 7 analogy analogy NOUN issue-196 159 8 with with ADP issue-196 159 9 other other ADJ issue-196 159 10 tasks task NOUN issue-196 159 11 of of ADP issue-196 159 12 this this DET issue-196 159 13 taxon taxon NOUN issue-196 159 14 , , PUNCT issue-196 159 15 it it PRON issue-196 159 16 can can AUX issue-196 159 17 be be AUX issue-196 159 18 assumed assume VERB issue-196 159 19 that that SCONJ issue-196 159 20 the the DET issue-196 159 21 search search NOUN issue-196 159 22 should should AUX issue-196 159 23 be be AUX issue-196 159 24 carried carry VERB issue-196 159 25 out out ADP issue-196 159 26 for for ADP issue-196 159 27 epicentres epicentre NOUN issue-196 159 28 of of ADP issue-196 159 29 network network NOUN issue-196 159 30 activity activity NOUN issue-196 159 31 , , PUNCT issue-196 159 32 that that ADV issue-196 159 33 is is ADV issue-196 159 34 , , PUNCT issue-196 159 35 nodes node NOUN issue-196 159 36 , , PUNCT issue-196 159 37 exerting exert VERB issue-196 159 38 a a DET issue-196 159 39 great great ADJ issue-196 159 40 influence influence NOUN issue-196 159 41 on on ADP issue-196 159 42 the the DET issue-196 159 43 processes process NOUN issue-196 159 44 occurring occur VERB issue-196 159 45 in in ADP issue-196 159 46 the the DET issue-196 159 47 network network NOUN issue-196 159 48 or or CCONJ issue-196 159 49 initiating initiate VERB issue-196 159 50 such such ADJ issue-196 159 51 processes process NOUN issue-196 159 52 . . PUNCT issue-196 160 1 in in ADP issue-196 160 2 a a DET issue-196 160 3 broad broad ADJ issue-196 160 4 sense sense NOUN issue-196 160 5 , , PUNCT issue-196 160 6 this this DET issue-196 160 7 task task NOUN issue-196 160 8 is be AUX issue-196 160 9 reduced reduce VERB issue-196 160 10 to to ADP issue-196 160 11 identifying identify VERB issue-196 160 12 node node ADJ issue-196 160 13 control control NOUN issue-196 160 14 and and CCONJ issue-196 160 15 managed manage VERB issue-196 160 16 nodes node NOUN issue-196 160 17 for for ADP issue-196 160 18 each each DET issue-196 160 19 network network NOUN issue-196 160 20 . . PUNCT issue-196 161 1 thus thus ADV issue-196 161 2 , , PUNCT issue-196 161 3 it it PRON issue-196 161 4 can can AUX issue-196 161 5 be be AUX issue-196 161 6 formulated formulate VERB issue-196 161 7 as as ADP issue-196 161 8 an an DET issue-196 161 9 analysis analysis NOUN issue-196 161 10 of of ADP issue-196 161 11 interactions interaction NOUN issue-196 161 12 . . PUNCT issue-196 162 1 at at ADP issue-196 162 2 present present ADJ issue-196 162 3 , , PUNCT issue-196 162 4 a a DET issue-196 162 5 similar similar ADJ issue-196 162 6 task task NOUN issue-196 162 7     SPACE issue-196 162 8 – – PUNCT issue-196 162 9 the the DET issue-196 162 10 search search NOUN issue-196 162 11 for for ADP issue-196 162 12 a a DET issue-196 162 13 “ " PUNCT issue-196 162 14 zero zero NUM issue-196 162 15 patient patient NOUN issue-196 162 16 ” " PUNCT issue-196 162 17 exists exist VERB issue-196 162 18 in in ADP issue-196 162 19 medicine medicine NOUN issue-196 162 20 but but CCONJ issue-196 162 21 the the DET issue-196 162 22 methods method NOUN issue-196 162 23 of of ADP issue-196 162 24 its its PRON issue-196 162 25 solution solution NOUN issue-196 162 26 provide provide VERB issue-196 162 27 only only ADV issue-196 162 28 a a DET issue-196 162 29 retrospective retrospective ADJ issue-196 162 30 analysis analysis NOUN issue-196 162 31 and and CCONJ issue-196 162 32 can can AUX issue-196 162 33 not not PART issue-196 162 34 be be AUX issue-196 162 35 used use VERB issue-196 162 36 to to PART issue-196 162 37 predict predict VERB issue-196 162 38 who who PRON issue-196 162 39 can can AUX issue-196 162 40 become become VERB issue-196 162 41 such such DET issue-196 162 42 a a DET issue-196 162 43 “ " PUNCT issue-196 162 44 zero zero NUM issue-196 162 45 patient patient NOUN issue-196 162 46 ” " PUNCT issue-196 162 47 in in ADP issue-196 162 48 the the DET issue-196 162 49 future future NOUN issue-196 162 50 . . PUNCT issue-196 163 1 in in ADP issue-196 163 2 the the DET issue-196 163 3 context context NOUN issue-196 163 4 of of ADP issue-196 163 5 economics economic NOUN issue-196 163 6 , , PUNCT issue-196 163 7 the the DET issue-196 163 8 analysis analysis NOUN issue-196 163 9 of of ADP issue-196 163 10 interdependence interdependence NOUN issue-196 163 11 can can AUX issue-196 163 12 be be AUX issue-196 163 13 used use VERB issue-196 163 14 to to PART issue-196 163 15 predict predict VERB issue-196 163 16 the the DET issue-196 163 17 spread spread NOUN issue-196 163 18 of of ADP issue-196 163 19 crisis crisis NOUN issue-196 163 20 phenomena phenomenon NOUN issue-196 163 21 , , PUNCT issue-196 163 22 to to PART issue-196 163 23 increase increase VERB issue-196 163 24 the the DET issue-196 163 25 effectiveness effectiveness NOUN issue-196 163 26 of of ADP issue-196 163 27 advertising advertising NOUN issue-196 163 28 campaigns campaign NOUN issue-196 163 29 , , PUNCT issue-196 163 30 to to PART issue-196 163 31 identify identify VERB issue-196 163 32 target target NOUN issue-196 163 33 customers customer NOUN issue-196 163 34 . . PUNCT issue-196 164 1 thus thus ADV issue-196 164 2 , , PUNCT issue-196 164 3 the the DET issue-196 164 4 refinement refinement NOUN issue-196 164 5 of of ADP issue-196 164 6 the the DET issue-196 164 7 classification classification NOUN issue-196 164 8 of of ADP issue-196 164 9 data datum NOUN issue-196 164 10 analysis analysis NOUN issue-196 164 11 problems problem NOUN issue-196 164 12 ( ( PUNCT issue-196 164 13 fig fig NOUN issue-196 164 14 . . NOUN issue-196 164 15 2 2 X issue-196 164 16 ) ) PUNCT issue-196 164 17 made make VERB issue-196 164 18 it it PRON issue-196 164 19 possible possible ADJ issue-196 164 20 not not PART issue-196 164 21 only only ADV issue-196 164 22 to to PART issue-196 164 23 show show VERB issue-196 164 24 the the DET issue-196 164 25 relationship relationship NOUN issue-196 164 26 between between ADP issue-196 164 27 different different ADJ issue-196 164 28 classes class NOUN issue-196 164 29 of of ADP issue-196 164 30 problems problem NOUN issue-196 164 31 and and CCONJ issue-196 164 32 methods method NOUN issue-196 164 33 for for ADP issue-196 164 34 their their PRON issue-196 164 35 solution solution NOUN issue-196 164 36 but but CCONJ issue-196 164 37 also also ADV issue-196 164 38 to to PART issue-196 164 39 identify identify VERB issue-196 164 40 the the DET issue-196 164 41 criterion criterion NOUN issue-196 164 42 for for ADP issue-196 164 43 the the DET issue-196 164 44 division division NOUN issue-196 164 45 of of ADP issue-196 164 46 tasks task NOUN issue-196 164 47 into into ADP issue-196 164 48 groups group NOUN issue-196 164 49 within within ADP issue-196 164 50 the the DET issue-196 164 51 framework framework NOUN issue-196 164 52 of of ADP issue-196 164 53 individual individual ADJ issue-196 164 54 taxa taxa NOUN issue-196 164 55 ( ( PUNCT issue-196 164 56 presentation presentation NOUN issue-196 164 57 of of ADP issue-196 164 58 input input NOUN issue-196 164 59 data datum NOUN issue-196 164 60 in in ADP issue-196 164 61 the the DET issue-196 164 62 form form NOUN issue-196 164 63 of of ADP issue-196 164 64 a a DET issue-196 164 65 series series NOUN issue-196 164 66 , , PUNCT issue-196 164 67 matrix matrix NOUN issue-196 164 68 , , PUNCT issue-196 164 69 or or CCONJ issue-196 164 70 graph graph NOUN issue-196 164 71 ) ) PUNCT issue-196 164 72 , , PUNCT issue-196 164 73 and and CCONJ issue-196 164 74 also also ADV issue-196 164 75 to to PART issue-196 164 76 formulate formulate VERB issue-196 164 77 a a DET issue-196 164 78 problem problem NOUN issue-196 164 79 that that PRON issue-196 164 80 was be AUX issue-196 164 81 not not PART issue-196 164 82 previously previously ADV issue-196 164 83 allocated allocate VERB issue-196 164 84 to to ADP issue-196 164 85 a a DET issue-196 164 86 separate separate ADJ issue-196 164 87 class class NOUN issue-196 164 88 . . PUNCT issue-196 165 1 baltic baltic PROPN issue-196 165 2 journal journal PROPN issue-196 165 3 of of ADP issue-196 165 4 economic economic ADJ issue-196 165 5 studies study NOUN issue-196 165 6 51 51 NUM issue-196 165 7 vol vol NOUN issue-196 165 8 . . PUNCT issue-196 166 1 3 3 NUM issue-196 166 2 , , PUNCT issue-196 166 3 no no INTJ issue-196 166 4 . . NOUN issue-196 166 5 3 3 NUM issue-196 166 6 , , PUNCT issue-196 166 7 2017 2017 NUM issue-196 166 8 4 4 NUM issue-196 166 9 . . PUNCT issue-196 167 1 classification classification NOUN issue-196 167 2 of of ADP issue-196 167 3 data datum NOUN issue-196 167 4 processing processing NOUN issue-196 167 5 tasks task NOUN issue-196 167 6 a a DET issue-196 167 7 clear clear ADJ issue-196 167 8 classification classification NOUN issue-196 167 9 of of ADP issue-196 167 10 data datum NOUN issue-196 167 11 processing processing NOUN issue-196 167 12 tasks task NOUN issue-196 167 13 is be AUX issue-196 167 14 still still ADV issue-196 167 15 missing miss VERB issue-196 167 16 but but CCONJ issue-196 167 17 , , PUNCT issue-196 167 18 from from ADP issue-196 167 19 the the DET issue-196 167 20 perspective perspective NOUN issue-196 167 21 of of ADP issue-196 167 22 the the DET issue-196 167 23 definition definition NOUN issue-196 167 24 proposed propose VERB issue-196 167 25 above above ADV issue-196 167 26 , , PUNCT issue-196 167 27 sorting sorting NOUN issue-196 167 28 , , PUNCT issue-196 167 29 filtering filtering NOUN issue-196 167 30 , , PUNCT issue-196 167 31 ranking ranking ADJ issue-196 167 32 , , PUNCT issue-196 167 33 restoring restoring NOUN issue-196 167 34 , , PUNCT issue-196 167 35 cleaning cleaning NOUN issue-196 167 36 and and CCONJ issue-196 167 37 quantizing quantize VERB issue-196 167 38 data datum NOUN issue-196 167 39 can can AUX issue-196 167 40 be be AUX issue-196 167 41 classified classify VERB issue-196 167 42 as as ADP issue-196 167 43 such such ADJ issue-196 167 44 . . PUNCT issue-196 168 1 let let VERB issue-196 168 2 us we PRON issue-196 168 3 consider consider VERB issue-196 168 4 these these DET issue-196 168 5 problems problem NOUN issue-196 168 6 . . PUNCT issue-196 169 1 sorting sort VERB issue-196 169 2 is be AUX issue-196 169 3 a a DET issue-196 169 4 task task NOUN issue-196 169 5 associated associate VERB issue-196 169 6 with with ADP issue-196 169 7 the the DET issue-196 169 8 arrangement arrangement NOUN issue-196 169 9 of of ADP issue-196 169 10 data datum NOUN issue-196 169 11 elements element NOUN issue-196 169 12 in in ADP issue-196 169 13 a a DET issue-196 169 14 given give VERB issue-196 169 15 sequence sequence NOUN issue-196 169 16 or or CCONJ issue-196 169 17 by by ADP issue-196 169 18 grouping group VERB issue-196 169 19 them they PRON issue-196 169 20 . . PUNCT issue-196 170 1 in in ADP issue-196 170 2 the the DET issue-196 170 3 presence presence NOUN issue-196 170 4 of of ADP issue-196 170 5 a a DET issue-196 170 6 single single ADJ issue-196 170 7 sorting sort VERB issue-196 170 8 criterion criterion NOUN issue-196 170 9 or or CCONJ issue-196 170 10 criteria criterion NOUN issue-196 170 11 in in ADP issue-196 170 12 strict strict ADJ issue-196 170 13 hierarchical hierarchical ADJ issue-196 170 14 submission submission NOUN issue-196 170 15 , , PUNCT issue-196 170 16 the the DET issue-196 170 17 task task NOUN issue-196 170 18 of of ADP issue-196 170 19 sorting sort VERB issue-196 170 20 data datum NOUN issue-196 170 21 is be AUX issue-196 170 22 trivial trivial ADJ issue-196 170 23 . . PUNCT issue-196 171 1 its its PRON issue-196 171 2 complexity complexity NOUN issue-196 171 3 rises rise VERB issue-196 171 4 sharply sharply ADV issue-196 171 5 with with ADP issue-196 171 6 the the DET issue-196 171 7 complexity complexity NOUN issue-196 171 8 of of ADP issue-196 171 9 the the DET issue-196 171 10 criteria criterion NOUN issue-196 171 11 field field NOUN issue-196 171 12 structure structure NOUN issue-196 171 13 and and CCONJ issue-196 171 14 its its PRON issue-196 171 15 certainty certainty NOUN issue-196 171 16 . . PUNCT issue-196 172 1 so so ADV issue-196 172 2 , , PUNCT issue-196 172 3 the the DET issue-196 172 4 task task NOUN issue-196 172 5 of of ADP issue-196 172 6 sorting sort VERB issue-196 172 7 goods good NOUN issue-196 172 8 in in ADP issue-196 172 9 ascending ascend VERB issue-196 172 10 order order NOUN issue-196 172 11 , , PUNCT issue-196 172 12 or or CCONJ issue-196 172 13 decreasing decrease VERB issue-196 172 14 client client NOUN issue-196 172 15 preferences preference NOUN issue-196 172 16 , , PUNCT issue-196 172 17 does do AUX issue-196 172 18 not not PART issue-196 172 19 have have VERB issue-196 172 20 a a DET issue-196 172 21 trivial trivial ADJ issue-196 172 22 solution solution NOUN issue-196 172 23 . . PUNCT issue-196 173 1 the the DET issue-196 173 2 term term NOUN issue-196 173 3 filtering filtering NOUN issue-196 173 4 has have VERB issue-196 173 5 many many ADJ issue-196 173 6 meanings meaning NOUN issue-196 173 7 in in ADP issue-196 173 8 various various ADJ issue-196 173 9 fields field NOUN issue-196 173 10 of of ADP issue-196 173 11 knowledge knowledge NOUN issue-196 173 12 ( ( PUNCT issue-196 173 13 for for ADP issue-196 173 14 example example NOUN issue-196 173 15 , , PUNCT issue-196 173 16 in in ADP issue-196 173 17 physics physics NOUN issue-196 173 18 , , PUNCT issue-196 173 19 chemistry chemistry NOUN issue-196 173 20 , , PUNCT issue-196 173 21 mathematics mathematic NOUN issue-196 173 22 , , PUNCT issue-196 173 23 radio radio NOUN issue-196 173 24 engineering engineering NOUN issue-196 173 25 ) ) PUNCT issue-196 173 26 . . PUNCT issue-196 174 1 with with ADP issue-196 174 2 respect respect NOUN issue-196 174 3 to to ADP issue-196 174 4 economic economic ADJ issue-196 174 5 data datum NOUN issue-196 174 6 , , PUNCT issue-196 174 7 filtration filtration NOUN issue-196 174 8 is be AUX issue-196 174 9 considered consider VERB issue-196 174 10 to to PART issue-196 174 11 be be AUX issue-196 174 12 the the DET issue-196 174 13 sampling sampling NOUN issue-196 174 14 of of ADP issue-196 174 15 information information NOUN issue-196 174 16 that that PRON issue-196 174 17 meets meet VERB issue-196 174 18 the the DET issue-196 174 19 specified specify VERB issue-196 174 20 criteria criterion NOUN issue-196 174 21 . . PUNCT issue-196 175 1 the the DET issue-196 175 2 initial initial ADJ issue-196 175 3 data datum NOUN issue-196 175 4 for for ADP issue-196 175 5 filtering filtering NOUN issue-196 175 6 can can AUX issue-196 175 7 be be AUX issue-196 175 8 represented represent VERB issue-196 175 9 as as ADP issue-196 175 10 a a DET issue-196 175 11 series series NOUN issue-196 175 12 , , PUNCT issue-196 175 13 an an DET issue-196 175 14 array array NOUN issue-196 175 15 or or CCONJ issue-196 175 16 a a DET issue-196 175 17 graph graph NOUN issue-196 175 18 . . PUNCT issue-196 176 1 the the DET issue-196 176 2 complexity complexity NOUN issue-196 176 3 of of ADP issue-196 176 4 filtering filter VERB issue-196 176 5 increases increase NOUN issue-196 176 6 with with ADP issue-196 176 7 the the DET issue-196 176 8 complexity complexity NOUN issue-196 176 9 of of ADP issue-196 176 10 the the DET issue-196 176 11 criteria criterion NOUN issue-196 176 12 field field NOUN issue-196 176 13 structure structure NOUN issue-196 176 14 and and CCONJ issue-196 176 15 the the DET issue-196 176 16 decrease decrease NOUN issue-196 176 17 in in ADP issue-196 176 18 their their PRON issue-196 176 19 certainty certainty NOUN issue-196 176 20 . . PUNCT issue-196 177 1 the the DET issue-196 177 2 task task NOUN issue-196 177 3 of of ADP issue-196 177 4 ranking ranking PROPN issue-196 177 5 differs differ NOUN issue-196 177 6 from from ADP issue-196 177 7 sorting sort VERB issue-196 177 8 by by ADP issue-196 177 9 the the DET issue-196 177 10 fact fact NOUN issue-196 177 11 that that SCONJ issue-196 177 12 for for ADP issue-196 177 13 its its PRON issue-196 177 14 solution solution NOUN issue-196 177 15 it it PRON issue-196 177 16 is be AUX issue-196 177 17 necessary necessary ADJ issue-196 177 18 to to PART issue-196 177 19 define define VERB issue-196 177 20 a a DET issue-196 177 21 method method NOUN issue-196 177 22 for for ADP issue-196 177 23 determining determine VERB issue-196 177 24 the the DET issue-196 177 25 rank rank NOUN issue-196 177 26 of of ADP issue-196 177 27 each each DET issue-196 177 28 element element NOUN issue-196 177 29 of of ADP issue-196 177 30 the the DET issue-196 177 31 input input NOUN issue-196 177 32 data datum NOUN issue-196 177 33 sequence sequence NOUN issue-196 177 34 , , PUNCT issue-196 177 35 that that ADV issue-196 177 36 is is ADV issue-196 177 37 , , PUNCT issue-196 177 38 a a DET issue-196 177 39 method method NOUN issue-196 177 40 that that PRON issue-196 177 41 allows allow VERB issue-196 177 42 the the DET issue-196 177 43 entire entire ADJ issue-196 177 44 vector vector NOUN issue-196 177 45 of of ADP issue-196 177 46 element element ADJ issue-196 177 47 values value NOUN issue-196 177 48 to to PART issue-196 177 49 be be AUX issue-196 177 50 rolled roll VERB issue-196 177 51 up up ADP issue-196 177 52 into into ADP issue-196 177 53 a a DET issue-196 177 54 single single ADJ issue-196 177 55 parameterrank parameterrank NOUN issue-196 177 56 . . PUNCT issue-196 178 1 this this PRON issue-196 178 2 allows allow VERB issue-196 178 3 you you PRON issue-196 178 4 to to PART issue-196 178 5 compare compare VERB issue-196 178 6 any any DET issue-196 178 7 arbitrary arbitrary ADJ issue-196 178 8 number number NOUN issue-196 178 9 of of ADP issue-196 178 10 elements element NOUN issue-196 178 11 from from ADP issue-196 178 12 the the DET issue-196 178 13 input input NOUN issue-196 178 14 set set NOUN issue-196 178 15 , , PUNCT issue-196 178 16 without without ADP issue-196 178 17 its its PRON issue-196 178 18 full full ADJ issue-196 178 19 sorting sorting NOUN issue-196 178 20 , , PUNCT issue-196 178 21 which which PRON issue-196 178 22 is be AUX issue-196 178 23 effective effective ADJ issue-196 178 24 for for ADP issue-196 178 25 large large ADJ issue-196 178 26 volumes volume NOUN issue-196 178 27 of of ADP issue-196 178 28 processed process VERB issue-196 178 29 data datum NOUN issue-196 178 30 . . PUNCT issue-196 179 1 the the DET issue-196 179 2 complexity complexity NOUN issue-196 179 3 of of ADP issue-196 179 4 ranking ranking ADJ issue-196 179 5 increases increase NOUN issue-196 179 6 with with ADP issue-196 179 7 the the DET issue-196 179 8 complexity complexity NOUN issue-196 179 9 of of ADP issue-196 179 10 the the DET issue-196 179 11 criteria criterion NOUN issue-196 179 12 field field NOUN issue-196 179 13 structure structure NOUN issue-196 179 14 . . PUNCT issue-196 180 1 for for ADP issue-196 180 2 example example NOUN issue-196 180 3 , , PUNCT issue-196 180 4 the the DET issue-196 180 5 task task NOUN issue-196 180 6 of of ADP issue-196 180 7 ranking rank VERB issue-196 180 8 overdue overdue ADJ issue-196 180 9 loans loan NOUN issue-196 180 10 in in ADP issue-196 180 11 terms term NOUN issue-196 180 12 of of ADP issue-196 180 13 the the DET issue-196 180 14 probability probability NOUN issue-196 180 15 of of ADP issue-196 180 16 their their PRON issue-196 180 17 return return NOUN issue-196 180 18 can can AUX issue-196 180 19 not not PART issue-196 180 20 have have VERB issue-196 180 21 a a DET issue-196 180 22 unique unique ADJ issue-196 180 23 solution solution NOUN issue-196 180 24 since since SCONJ issue-196 180 25 the the DET issue-196 180 26 methods method NOUN issue-196 180 27 for for ADP issue-196 180 28 determining determine VERB issue-196 180 29 this this DET issue-196 180 30 probability probability NOUN issue-196 180 31 are be AUX issue-196 180 32 themselves themselves PRON issue-196 180 33 based base VERB issue-196 180 34 on on ADP issue-196 180 35 assumptions assumption NOUN issue-196 180 36 . . PUNCT issue-196 181 1 the the DET issue-196 181 2 need need NOUN issue-196 181 3 for for ADP issue-196 181 4 data data NOUN issue-196 181 5 recovery recovery NOUN issue-196 181 6 arises arise VERB issue-196 181 7 if if SCONJ issue-196 181 8 the the DET issue-196 181 9 input input NOUN issue-196 181 10 sample sample NOUN issue-196 181 11 contains contain VERB issue-196 181 12 omissions omission NOUN issue-196 181 13 or or CCONJ issue-196 181 14 some some DET issue-196 181 15 data datum NOUN issue-196 181 16 is be AUX issue-196 181 17 missing miss VERB issue-196 181 18 in in ADP issue-196 181 19 it it PRON issue-196 181 20 but but CCONJ issue-196 181 21 there there PRON issue-196 181 22 are be VERB issue-196 181 23 hypotheses hypothesis NOUN issue-196 181 24 about about ADP issue-196 181 25 the the DET issue-196 181 26 nature nature NOUN issue-196 181 27 of of ADP issue-196 181 28 their their PRON issue-196 181 29 occurrence occurrence NOUN issue-196 181 30 , , PUNCT issue-196 181 31 allowing allow VERB issue-196 181 32 estimating estimate VERB issue-196 181 33 the the DET issue-196 181 34 most most ADV issue-196 181 35 probable probable ADJ issue-196 181 36 values value NOUN issue-196 181 37 . . PUNCT issue-196 182 1 the the DET issue-196 182 2 solution solution NOUN issue-196 182 3 of of ADP issue-196 182 4 this this DET issue-196 182 5 problem problem NOUN issue-196 182 6 allows allow VERB issue-196 182 7 increasing increase VERB issue-196 182 8 the the DET issue-196 182 9 efficiency efficiency NOUN issue-196 182 10 of of ADP issue-196 182 11 machine machine NOUN issue-196 182 12 learning learn VERB issue-196 182 13 by by ADP issue-196 182 14 expanding expand VERB issue-196 182 15 the the DET issue-196 182 16 input input NOUN issue-196 182 17 data datum NOUN issue-196 182 18 sample sample NOUN issue-196 182 19 . . PUNCT issue-196 183 1 the the DET issue-196 183 2 necessity necessity NOUN issue-196 183 3 of of ADP issue-196 183 4 data datum NOUN issue-196 183 5 recovery recovery NOUN issue-196 183 6 can can AUX issue-196 183 7 arise arise VERB issue-196 183 8 when when SCONJ issue-196 183 9 they they PRON issue-196 183 10 are be AUX issue-196 183 11 presented present VERB issue-196 183 12 in in ADP issue-196 183 13 any any PRON issue-196 183 14 of of ADP issue-196 183 15 the the DET issue-196 183 16 considered consider VERB issue-196 183 17 forms form NOUN issue-196 183 18     SPACE issue-196 183 19 – – PUNCT issue-196 183 20 in in ADP issue-196 183 21 the the DET issue-196 183 22 form form NOUN issue-196 183 23 of of ADP issue-196 183 24 series series NOUN issue-196 183 25 , , PUNCT issue-196 183 26 matrices matrix NOUN issue-196 183 27 or or CCONJ issue-196 183 28 graphs graph NOUN issue-196 183 29 . . PUNCT issue-196 184 1 in in ADP issue-196 184 2 the the DET issue-196 184 3 latter latter ADJ issue-196 184 4 case case NOUN issue-196 184 5 , , PUNCT issue-196 184 6 the the DET issue-196 184 7 object object NOUN issue-196 184 8 of of ADP issue-196 184 9 reconstruction reconstruction NOUN issue-196 184 10 is be AUX issue-196 184 11 the the DET issue-196 184 12 connection connection NOUN issue-196 184 13 between between ADP issue-196 184 14 the the DET issue-196 184 15 vertices vertex NOUN issue-196 184 16 of of ADP issue-196 184 17 the the DET issue-196 184 18 graph graph NOUN issue-196 184 19 that that PRON issue-196 184 20 are be AUX issue-196 184 21 absent absent ADJ issue-196 184 22 in in ADP issue-196 184 23 the the DET issue-196 184 24 input input NOUN issue-196 184 25 sample sample NOUN issue-196 184 26 . . PUNCT issue-196 185 1 the the DET issue-196 185 2 data data PROPN issue-196 185 3 cleansing cleansing NOUN issue-196 185 4 task task NOUN issue-196 185 5 , , PUNCT issue-196 185 6 in in ADP issue-196 185 7 fact fact NOUN issue-196 185 8 , , PUNCT issue-196 185 9 is be AUX issue-196 185 10 inverse inverse ADJ issue-196 185 11 , , PUNCT issue-196 185 12 in in ADP issue-196 185 13 relation relation NOUN issue-196 185 14 to to ADP issue-196 185 15 the the DET issue-196 185 16 filtering filter VERB issue-196 185 17 task task NOUN issue-196 185 18 and and CCONJ issue-196 185 19 involves involve VERB issue-196 185 20 the the DET issue-196 185 21 exclusion exclusion NOUN issue-196 185 22 of of ADP issue-196 185 23 “ " PUNCT issue-196 185 24 extra extra ADJ issue-196 185 25 ” " PUNCT issue-196 185 26 data datum NOUN issue-196 185 27 from from ADP issue-196 185 28 the the DET issue-196 185 29 input input NOUN issue-196 185 30 sample sample NOUN issue-196 185 31 . . PUNCT issue-196 186 1 purification purification NOUN issue-196 186 2 of of ADP issue-196 186 3 the the DET issue-196 186 4 series series NOUN issue-196 186 5 involves involve VERB issue-196 186 6 the the DET issue-196 186 7 elimination elimination NOUN issue-196 186 8 of of ADP issue-196 186 9 “ " PUNCT issue-196 186 10 emissions emission NOUN issue-196 186 11 ” " PUNCT issue-196 186 12 , , PUNCT issue-196 186 13 that that ADV issue-196 186 14 is is ADV issue-196 186 15 , , PUNCT issue-196 186 16 data datum NOUN issue-196 186 17 clearly clearly ADV issue-196 186 18 beyond beyond ADP issue-196 186 19 the the DET issue-196 186 20 main main ADJ issue-196 186 21 trend trend NOUN issue-196 186 22 . . PUNCT issue-196 187 1 the the DET issue-196 187 2 cause cause NOUN issue-196 187 3 of of ADP issue-196 187 4 such such ADJ issue-196 187 5 emissions emission NOUN issue-196 187 6 can can AUX issue-196 187 7 be be AUX issue-196 187 8 both both DET issue-196 187 9 measurement measurement NOUN issue-196 187 10 errors error NOUN issue-196 187 11 and and CCONJ issue-196 187 12 conscious conscious ADJ issue-196 187 13 distortions distortion NOUN issue-196 187 14 of of ADP issue-196 187 15 information information NOUN issue-196 187 16 . . PUNCT issue-196 188 1 in in ADP issue-196 188 2 any any DET issue-196 188 3 case case NOUN issue-196 188 4 , , PUNCT issue-196 188 5 the the DET issue-196 188 6 distorted distorted ADJ issue-196 188 7 data datum NOUN issue-196 188 8 strongly strongly ADV issue-196 188 9 influence influence VERB issue-196 188 10 the the DET issue-196 188 11 quality quality NOUN issue-196 188 12 of of ADP issue-196 188 13 the the DET issue-196 188 14 subsequent subsequent ADJ issue-196 188 15 analysis analysis NOUN issue-196 188 16 , , PUNCT issue-196 188 17 especially especially ADV issue-196 188 18 when when SCONJ issue-196 188 19 using use VERB issue-196 188 20 only only ADV issue-196 188 21 formal formal ADJ issue-196 188 22 methods method NOUN issue-196 188 23 , , PUNCT issue-196 188 24 including include VERB issue-196 188 25 machine machine NOUN issue-196 188 26 learning learning NOUN issue-196 188 27 . . PUNCT issue-196 189 1 cleaning clean VERB issue-196 189 2 of of ADP issue-196 189 3 the the DET issue-196 189 4 data datum NOUN issue-196 189 5 presented present VERB issue-196 189 6 in in ADP issue-196 189 7 the the DET issue-196 189 8 matrix matrix NOUN issue-196 189 9 form form NOUN issue-196 189 10 is be AUX issue-196 189 11 performed perform VERB issue-196 189 12 to to PART issue-196 189 13 eliminate eliminate VERB issue-196 189 14 factors factor NOUN issue-196 189 15 that that PRON issue-196 189 16 have have VERB issue-196 189 17 little little ADJ issue-196 189 18 effect effect NOUN issue-196 189 19 on on ADP issue-196 189 20 the the DET issue-196 189 21 output output NOUN issue-196 189 22 indicators indicator NOUN issue-196 189 23 from from ADP issue-196 189 24 the the DET issue-196 189 25 input input NOUN issue-196 189 26 sample sample NOUN issue-196 189 27 of of ADP issue-196 189 28 data datum NOUN issue-196 189 29 or or CCONJ issue-196 189 30 are be AUX issue-196 189 31 completely completely ADV issue-196 189 32 unrelated unrelated ADJ issue-196 189 33 to to ADP issue-196 189 34 them they PRON issue-196 189 35 . . PUNCT issue-196 190 1 this this DET issue-196 190 2 procedure procedure NOUN issue-196 190 3 must must AUX issue-196 190 4 necessarily necessarily ADV issue-196 190 5 precede precede VERB issue-196 190 6 the the DET issue-196 190 7 analysis analysis NOUN issue-196 190 8 of of ADP issue-196 190 9 data datum NOUN issue-196 190 10 . . PUNCT issue-196 191 1 with with ADP issue-196 191 2 respect respect NOUN issue-196 191 3 to to ADP issue-196 191 4 graphs graph NOUN issue-196 191 5 , , PUNCT issue-196 191 6 purification purification NOUN issue-196 191 7 provides provide VERB issue-196 191 8 for for ADP issue-196 191 9 the the DET issue-196 191 10 decimation decimation NOUN issue-196 191 11 of of ADP issue-196 191 12 links link NOUN issue-196 191 13 and and CCONJ issue-196 191 14 is be AUX issue-196 191 15 applied apply VERB issue-196 191 16 both both PRON issue-196 191 17 to to ADP issue-196 191 18 input input VERB issue-196 191 19 data datum NOUN issue-196 191 20 and and CCONJ issue-196 191 21 to to ADP issue-196 191 22 certain certain ADJ issue-196 191 23 types type NOUN issue-196 191 24 of of ADP issue-196 191 25 economic economic ADJ issue-196 191 26 - - PUNCT issue-196 191 27 mathematical mathematical ADJ issue-196 191 28 models model NOUN issue-196 191 29 , , PUNCT issue-196 191 30 for for ADP issue-196 191 31 example example NOUN issue-196 191 32 , , PUNCT issue-196 191 33 to to ADP issue-196 191 34 artificial artificial ADJ issue-196 191 35 neural neural ADJ issue-196 191 36 networks network NOUN issue-196 191 37 . . PUNCT issue-196 192 1 this this PRON issue-196 192 2 eliminates eliminate VERB issue-196 192 3 weak weak ADJ issue-196 192 4 links link NOUN issue-196 192 5 that that PRON issue-196 192 6 have have VERB issue-196 192 7 little little ADJ issue-196 192 8 effect effect NOUN issue-196 192 9 on on ADP issue-196 192 10 the the DET issue-196 192 11 overall overall ADJ issue-196 192 12 result result NOUN issue-196 192 13 but but CCONJ issue-196 192 14 significantly significantly ADV issue-196 192 15 complicate complicate VERB issue-196 192 16 the the DET issue-196 192 17 analysis analysis NOUN issue-196 192 18 . . PUNCT issue-196 193 1 quantization quantization NOUN issue-196 193 2 is be AUX issue-196 193 3 used use VERB issue-196 193 4 in in ADP issue-196 193 5 relation relation NOUN issue-196 193 6 to to ADP issue-196 193 7 dynamic dynamic ADJ issue-196 193 8 series series NOUN issue-196 193 9 of of ADP issue-196 193 10 data datum NOUN issue-196 193 11 , , PUNCT issue-196 193 12 if if SCONJ issue-196 193 13 necessary necessary ADJ issue-196 193 14 , , PUNCT issue-196 193 15 to to PART issue-196 193 16 reduce reduce VERB issue-196 193 17 the the DET issue-196 193 18 number number NOUN issue-196 193 19 of of ADP issue-196 193 20 their their PRON issue-196 193 21 elements element NOUN issue-196 193 22 , , PUNCT issue-196 193 23 that that ADV issue-196 193 24 is is ADV issue-196 193 25 , , PUNCT issue-196 193 26 with with ADP issue-196 193 27 the the DET issue-196 193 28 simplification simplification NOUN issue-196 193 29 of of ADP issue-196 193 30 the the DET issue-196 193 31 series series NOUN issue-196 193 32 . . PUNCT issue-196 194 1 there there PRON issue-196 194 2 are be VERB issue-196 194 3 such such ADJ issue-196 194 4 types type NOUN issue-196 194 5 as as ADP issue-196 194 6 quantization quantization NOUN issue-196 194 7 by by ADP issue-196 194 8 level level NOUN issue-196 194 9 and and CCONJ issue-196 194 10 time time NOUN issue-196 194 11 quantization quantization NOUN issue-196 194 12 . . PUNCT issue-196 195 1 in in ADP issue-196 195 2 the the DET issue-196 195 3 first first ADJ issue-196 195 4 case case NOUN issue-196 195 5 , , PUNCT issue-196 195 6 the the DET issue-196 195 7 range range NOUN issue-196 195 8 of of ADP issue-196 195 9 values value NOUN issue-196 195 10 of of ADP issue-196 195 11 a a DET issue-196 195 12 continuous continuous ADJ issue-196 195 13 or or CCONJ issue-196 195 14 discrete discrete ADJ issue-196 195 15 quantity quantity NOUN issue-196 195 16 is be AUX issue-196 195 17 divided divide VERB issue-196 195 18 into into ADP issue-196 195 19 a a DET issue-196 195 20 finite finite ADJ issue-196 195 21 number number NOUN issue-196 195 22 of of ADP issue-196 195 23 intervals interval NOUN issue-196 195 24 . . PUNCT issue-196 196 1 if if SCONJ issue-196 196 2 for for ADP issue-196 196 3 a a DET issue-196 196 4 certain certain ADJ issue-196 196 5 period period NOUN issue-196 196 6 of of ADP issue-196 196 7 time time NOUN issue-196 196 8 the the DET issue-196 196 9 value value NOUN issue-196 196 10 of of ADP issue-196 196 11 the the DET issue-196 196 12 dynamic dynamic ADJ issue-196 196 13 series series NOUN issue-196 196 14 values value NOUN issue-196 196 15 did do AUX issue-196 196 16 not not PART issue-196 196 17 exceed exceed VERB issue-196 196 18 the the DET issue-196 196 19 limits limit NOUN issue-196 196 20 of of ADP issue-196 196 21 one one NUM issue-196 196 22 interval interval NOUN issue-196 196 23 , , PUNCT issue-196 196 24 then then ADV issue-196 196 25 as as ADP issue-196 196 26 a a DET issue-196 196 27 result result NOUN issue-196 196 28 of of ADP issue-196 196 29 quantization quantization NOUN issue-196 196 30 all all DET issue-196 196 31 these these DET issue-196 196 32 quantities quantity NOUN issue-196 196 33 will will AUX issue-196 196 34 be be AUX issue-196 196 35 replaced replace VERB issue-196 196 36 by by ADP issue-196 196 37 a a DET issue-196 196 38 single single ADJ issue-196 196 39 value value NOUN issue-196 196 40 ( ( PUNCT issue-196 196 41 d'yakonov d'yakonov PROPN issue-196 196 42 , , PUNCT issue-196 196 43 kruglov kruglov NOUN issue-196 196 44 , , PUNCT issue-196 196 45 2001 2001 NUM issue-196 196 46 ) ) PUNCT issue-196 196 47 . . PUNCT issue-196 197 1 in in ADP issue-196 197 2 the the DET issue-196 197 3 second second ADJ issue-196 197 4 case case NOUN issue-196 197 5 , , PUNCT issue-196 197 6 the the DET issue-196 197 7 partitioning partitioning NOUN issue-196 197 8 of of ADP issue-196 197 9 the the DET issue-196 197 10 dynamic dynamic ADJ issue-196 197 11 series series NOUN issue-196 197 12 into into ADP issue-196 197 13 intervals interval NOUN issue-196 197 14 occurs occur VERB issue-196 197 15 over over ADP issue-196 197 16 time time NOUN issue-196 197 17 . . PUNCT issue-196 198 1 the the DET issue-196 198 2 values value NOUN issue-196 198 3 accepted accept VERB issue-196 198 4 by by ADP issue-196 198 5 the the DET issue-196 198 6 elements element NOUN issue-196 198 7 of of ADP issue-196 198 8 the the DET issue-196 198 9 series series NOUN issue-196 198 10 within within ADP issue-196 198 11 the the DET issue-196 198 12 boundaries boundary NOUN issue-196 198 13 of of ADP issue-196 198 14 each each DET issue-196 198 15 interval interval NOUN issue-196 198 16 are be AUX issue-196 198 17 replaced replace VERB issue-196 198 18 by by ADP issue-196 198 19 one one NUM issue-196 198 20 averaged average VERB issue-196 198 21 value value NOUN issue-196 198 22 or or CCONJ issue-196 198 23 several several ADJ issue-196 198 24 ones one NOUN issue-196 198 25 reflecting reflect VERB issue-196 198 26 the the DET issue-196 198 27 limit limit NOUN issue-196 198 28 values value NOUN issue-196 198 29 of of ADP issue-196 198 30 the the DET issue-196 198 31 indicator indicator NOUN issue-196 198 32 for for ADP issue-196 198 33 the the DET issue-196 198 34 period period NOUN issue-196 198 35 . . PUNCT issue-196 199 1 the the DET issue-196 199 2 latter latter ADJ issue-196 199 3 method method NOUN issue-196 199 4 is be AUX issue-196 199 5 used use VERB issue-196 199 6 to to PART issue-196 199 7 represent represent VERB issue-196 199 8 stock stock NOUN issue-196 199 9 data datum NOUN issue-196 199 10 . . PUNCT issue-196 200 1 there there PRON issue-196 200 2 are be VERB issue-196 200 3 also also ADV issue-196 200 4 varieties variety NOUN issue-196 200 5 of of ADP issue-196 200 6 quantization quantization NOUN issue-196 200 7 according accord VERB issue-196 200 8 to to ADP issue-196 200 9 the the DET issue-196 200 10 level level NOUN issue-196 200 11 and and CCONJ issue-196 200 12 time time NOUN issue-196 200 13 with with ADP issue-196 200 14 a a DET issue-196 200 15 variable variable ADJ issue-196 200 16 quantization quantization NOUN issue-196 200 17 step step NOUN issue-196 200 18 ( ( PUNCT issue-196 200 19 mints mint NOUN issue-196 200 20 , , PUNCT issue-196 200 21 2016 2016 NUM issue-196 200 22 ) ) PUNCT issue-196 200 23 . . PUNCT issue-196 201 1 thus thus ADV issue-196 201 2 , , PUNCT issue-196 201 3 the the DET issue-196 201 4 concept concept NOUN issue-196 201 5 of of ADP issue-196 201 6 “ " PUNCT issue-196 201 7 data data NOUN issue-196 201 8 processing processing NOUN issue-196 201 9 ” " PUNCT issue-196 201 10 unites unite VERB issue-196 201 11 a a DET issue-196 201 12 wide wide ADJ issue-196 201 13 range range NOUN issue-196 201 14 of of ADP issue-196 201 15 tasks task NOUN issue-196 201 16 , , PUNCT issue-196 201 17 which which PRON issue-196 201 18 vary vary VERB issue-196 201 19 in in ADP issue-196 201 20 complexity complexity NOUN issue-196 201 21 from from ADP issue-196 201 22 trivial trivial ADJ issue-196 201 23 to to ADP issue-196 201 24 those those PRON issue-196 201 25 , , PUNCT issue-196 201 26 for for ADP issue-196 201 27 which which PRON issue-196 201 28 obtaining obtain VERB issue-196 201 29 an an DET issue-196 201 30 exact exact ADJ issue-196 201 31 solution solution NOUN issue-196 201 32 is be AUX issue-196 201 33 almost almost ADV issue-196 201 34 impossible impossible ADJ issue-196 201 35 . . PUNCT issue-196 202 1 taking take VERB issue-196 202 2 into into ADP issue-196 202 3 account account NOUN issue-196 202 4 that that SCONJ issue-196 202 5 the the DET issue-196 202 6 latter latter ADJ issue-196 202 7 can can AUX issue-196 202 8 occur occur VERB issue-196 202 9 in in ADP issue-196 202 10 each each PRON issue-196 202 11 of of ADP issue-196 202 12 the the DET issue-196 202 13 given give VERB issue-196 202 14 classes class NOUN issue-196 202 15 , , PUNCT issue-196 202 16 we we PRON issue-196 202 17 can can AUX issue-196 202 18 talk talk VERB issue-196 202 19 about about ADP issue-196 202 20 the the DET issue-196 202 21 tasks task NOUN issue-196 202 22 of of ADP issue-196 202 23 fi fi NOUN issue-196 202 24 lte lte PROPN issue-196 202 25 rin rin PROPN issue-196 202 26 g g PROPN issue-196 202 27 s s PART issue-196 202 28 or or CCONJ issue-196 202 29 tin tin NOUN issue-196 202 30 g g NOUN issue-196 202 31 r r NOUN issue-196 202 32 ec ec NOUN issue-196 203 1 ov ov INTJ issue-196 203 2 er er INTJ issue-196 203 3 y y PROPN issue-196 203 4 c c X issue-196 203 5 le le X issue-196 203 6 an an DET issue-196 203 7 si si INTJ issue-196 203 8 ng ng PROPN issue-196 203 9 r r NOUN issue-196 203 10 an an PRON issue-196 203 11 ki ki PROPN issue-196 203 12 ng ng PROPN issue-196 204 1 q q PROPN issue-196 205 1 ua ua INTJ issue-196 206 1 nt nt INTJ issue-196 207 1 iz iz INTJ issue-196 207 2 at at ADP issue-196 207 3 io io PROPN issue-196 207 4 n n PROPN issue-196 207 5 data datum NOUN issue-196 207 6 processing processing NOUN issue-196 207 7 without without ADP issue-196 207 8 change change NOUN issue-196 207 9 of of ADP issue-196 207 10 the the DET issue-196 207 11 elements element NOUN issue-196 207 12 order order NOUN issue-196 207 13 with with ADP issue-196 207 14 change change NOUN issue-196 207 15 of of ADP issue-196 207 16 the the DET issue-196 207 17 elements element NOUN issue-196 207 18 order order NOUN issue-196 207 19 se se X issue-196 207 20 rie rie PROPN issue-196 207 21 s s PROPN issue-196 207 22 g g PROPN issue-196 207 23 raph raph PROPN issue-196 207 24 m m PROPN issue-196 207 25 at at ADP issue-196 207 26 rix rix PROPN issue-196 207 27 se se PROPN issue-196 207 28 rie rie PROPN issue-196 207 29 s s PROPN issue-196 207 30 g g PROPN issue-196 207 31 raph raph PROPN issue-196 207 32 m m PROPN issue-196 207 33 at at ADP issue-196 207 34 rix rix PROPN issue-196 207 35 se se PROPN issue-196 207 36 rie rie PROPN issue-196 207 37 s s PROPN issue-196 207 38 g g PROPN issue-196 207 39 raph raph PROPN issue-196 207 40 m m PROPN issue-196 207 41 at at ADP issue-196 207 42 rix rix PROPN issue-196 207 43 se se PROPN issue-196 207 44 rie rie PROPN issue-196 207 45 s s PROPN issue-196 207 46 s s X issue-196 207 47 er er INTJ issue-196 207 48 ie ie X issue-196 207 49 s s PART issue-196 207 50 m m VERB issue-196 207 51 at at ADP issue-196 207 52 rix rix PROPN issue-196 207 53 s s PART issue-196 207 54 er er INTJ issue-196 207 55 ie ie X issue-196 207 56 s s PROPN issue-196 207 57 fig fig NOUN issue-196 207 58 . . PUNCT issue-196 208 1 3 3 X issue-196 208 2 . . X issue-196 208 3 classification classification NOUN issue-196 208 4 of of ADP issue-196 208 5 tasks task NOUN issue-196 208 6 of of ADP issue-196 208 7 intellectual intellectual ADJ issue-196 208 8 data datum NOUN issue-196 208 9 processing process VERB issue-196 208 10 baltic baltic ADJ issue-196 208 11 journal journal NOUN issue-196 208 12 of of ADP issue-196 208 13 economic economic ADJ issue-196 208 14 studies study NOUN issue-196 208 15 52 52 NUM issue-196 208 16 vol vol NOUN issue-196 208 17 . . PUNCT issue-196 209 1 3 3 NUM issue-196 209 2 , , PUNCT issue-196 209 3 no no INTJ issue-196 209 4 . . NOUN issue-196 209 5 3 3 NUM issue-196 209 6 , , PUNCT issue-196 209 7 2017 2017 NUM issue-196 209 8 intellectual intellectual ADJ issue-196 209 9 data datum NOUN issue-196 209 10 processing processing NOUN issue-196 209 11 , , PUNCT issue-196 209 12 the the DET issue-196 209 13 classification classification NOUN issue-196 209 14 of of ADP issue-196 209 15 which which PRON issue-196 209 16 is be AUX issue-196 209 17 represented represent VERB issue-196 209 18 as as SCONJ issue-196 209 19 follows follow VERB issue-196 209 20 ( ( PUNCT issue-196 209 21 fig fig NOUN issue-196 209 22 . . PUNCT issue-196 210 1 3 3 NUM issue-196 210 2 ) ) PUNCT issue-196 210 3 . . PUNCT issue-196 211 1 as as SCONJ issue-196 211 2 can can AUX issue-196 211 3 be be AUX issue-196 211 4 seen see VERB issue-196 211 5 from from ADP issue-196 211 6 the the DET issue-196 211 7 analysis analysis NOUN issue-196 211 8 of of ADP issue-196 211 9 fig fig NOUN issue-196 211 10 . . PUNCT issue-196 212 1 3 3 NUM issue-196 212 2 , , PUNCT issue-196 212 3 the the DET issue-196 212 4 main main ADJ issue-196 212 5 classification classification NOUN issue-196 212 6 feature feature NOUN issue-196 212 7 suggests suggest VERB issue-196 212 8 a a DET issue-196 212 9 sign sign NOUN issue-196 212 10 of of ADP issue-196 212 11 changing change VERB issue-196 212 12 the the DET issue-196 212 13 order order NOUN issue-196 212 14 of of ADP issue-196 212 15 the the DET issue-196 212 16 input input NOUN issue-196 212 17 data data NOUN issue-196 212 18 sample sample NOUN issue-196 212 19 elements element NOUN issue-196 212 20 . . PUNCT issue-196 213 1 changing change VERB issue-196 213 2 of of ADP issue-196 213 3 the the DET issue-196 213 4 elements element NOUN issue-196 213 5 order order NOUN issue-196 213 6 occurs occur VERB issue-196 213 7 while while SCONJ issue-196 213 8 solving solve VERB issue-196 213 9 the the DET issue-196 213 10 tasks task NOUN issue-196 213 11 of of ADP issue-196 213 12 ranging ranging NOUN issue-196 213 13 and and CCONJ issue-196 213 14 sorting sorting NOUN issue-196 213 15 . . PUNCT issue-196 214 1 input input NOUN issue-196 214 2 data datum NOUN issue-196 214 3 are be AUX issue-196 214 4 usually usually ADV issue-196 214 5 presented present VERB issue-196 214 6 in in ADP issue-196 214 7 the the DET issue-196 214 8 form form NOUN issue-196 214 9 of of ADP issue-196 214 10 series series NOUN issue-196 214 11 or or CCONJ issue-196 214 12 are be AUX issue-196 214 13 reduced reduce VERB issue-196 214 14 to to ADP issue-196 214 15 them they PRON issue-196 214 16 . . PUNCT issue-196 215 1 in in ADP issue-196 215 2 other other ADJ issue-196 215 3 tasks task NOUN issue-196 215 4 being be AUX issue-196 215 5 concerned concern VERB issue-196 215 6 , , PUNCT issue-196 215 7 there there PRON issue-196 215 8 is be VERB issue-196 215 9 no no DET issue-196 215 10 change change NOUN issue-196 215 11 in in ADP issue-196 215 12 the the DET issue-196 215 13 order order NOUN issue-196 215 14 of of ADP issue-196 215 15 the the DET issue-196 215 16 input input NOUN issue-196 215 17 data datum NOUN issue-196 215 18 elements element NOUN issue-196 215 19 . . PUNCT issue-196 216 1 in in ADP issue-196 216 2 this this DET issue-196 216 3 case case NOUN issue-196 216 4 , , PUNCT issue-196 216 5 it it PRON issue-196 216 6 should should AUX issue-196 216 7 be be AUX issue-196 216 8 noted note VERB issue-196 216 9 that that SCONJ issue-196 216 10 methods method NOUN issue-196 216 11 for for ADP issue-196 216 12 solving solve VERB issue-196 216 13 the the DET issue-196 216 14 problem problem NOUN issue-196 216 15 with with ADP issue-196 216 16 respect respect NOUN issue-196 216 17 to to ADP issue-196 216 18 data datum NOUN issue-196 216 19 represented represent VERB issue-196 216 20 in in ADP issue-196 216 21 the the DET issue-196 216 22 form form NOUN issue-196 216 23 of of ADP issue-196 216 24 series series NOUN issue-196 216 25 , , PUNCT issue-196 216 26 matrices matrix NOUN issue-196 216 27 , , PUNCT issue-196 216 28 and and CCONJ issue-196 216 29 graphs graph NOUN issue-196 216 30 differ differ VERB issue-196 216 31 significantly significantly ADV issue-196 216 32 . . PUNCT issue-196 217 1 it it PRON issue-196 217 2 should should AUX issue-196 217 3 be be AUX issue-196 217 4 noted note VERB issue-196 217 5 that that SCONJ issue-196 217 6 the the DET issue-196 217 7 quantization quantization NOUN issue-196 217 8 problem problem NOUN issue-196 217 9 , , PUNCT issue-196 217 10 as as SCONJ issue-196 217 11 discussed discuss VERB issue-196 217 12 above above ADV issue-196 217 13 , , PUNCT issue-196 217 14 is be AUX issue-196 217 15 currently currently ADV issue-196 217 16 formulated formulate VERB issue-196 217 17 exclusively exclusively ADV issue-196 217 18 with with ADP issue-196 217 19 respect respect NOUN issue-196 217 20 to to ADP issue-196 217 21 dynamic dynamic ADJ issue-196 217 22 data datum NOUN issue-196 217 23 series series NOUN issue-196 217 24 . . PUNCT issue-196 218 1 however however ADV issue-196 218 2 , , PUNCT issue-196 218 3 its its PRON issue-196 218 4 location location NOUN issue-196 218 5 in in ADP issue-196 218 6 one one NUM issue-196 218 7 taxon taxon NOUN issue-196 218 8 with with ADP issue-196 218 9 problems problem NOUN issue-196 218 10 that that PRON issue-196 218 11 can can AUX issue-196 218 12 be be AUX issue-196 218 13 solved solve VERB issue-196 218 14 with with ADP issue-196 218 15 respect respect NOUN issue-196 218 16 to to ADP issue-196 218 17 matrices matrix NOUN issue-196 218 18 and and CCONJ issue-196 218 19 graphs graph NOUN issue-196 218 20 suggests suggest VERB issue-196 218 21 that that SCONJ issue-196 218 22 it it PRON issue-196 218 23 is be AUX issue-196 218 24 possible possible ADJ issue-196 218 25 to to PART issue-196 218 26 consider consider VERB issue-196 218 27 quantization quantization NOUN issue-196 218 28 problems problem NOUN issue-196 218 29 with with ADP issue-196 218 30 respect respect NOUN issue-196 218 31 to to ADP issue-196 218 32 other other ADJ issue-196 218 33 forms form NOUN issue-196 218 34 of of ADP issue-196 218 35 data datum NOUN issue-196 218 36 representation representation NOUN issue-196 218 37 . . PUNCT issue-196 219 1 5 5 X issue-196 219 2 . . X issue-196 219 3 conclusion conclusion NOUN issue-196 219 4 thus thus ADV issue-196 219 5 , , PUNCT issue-196 219 6 the the DET issue-196 219 7 analysis analysis NOUN issue-196 219 8 of of ADP issue-196 219 9 data datum NOUN issue-196 219 10 mining mining NOUN issue-196 219 11 and and CCONJ issue-196 219 12 data datum NOUN issue-196 219 13 processing processing NOUN issue-196 219 14 tasks task NOUN issue-196 219 15 allowed allow VERB issue-196 219 16 us we PRON issue-196 219 17 to to PART issue-196 219 18 classify classify VERB issue-196 219 19 them they PRON issue-196 219 20 according accord VERB issue-196 219 21 to to ADP issue-196 219 22 the the DET issue-196 219 23 main main ADJ issue-196 219 24 taxa taxa NOUN issue-196 219 25 . . PUNCT issue-196 220 1 it it PRON issue-196 220 2 should should AUX issue-196 220 3 be be AUX issue-196 220 4 noted note VERB issue-196 220 5 that that SCONJ issue-196 220 6 , , PUNCT issue-196 220 7 in in ADP issue-196 220 8 view view NOUN issue-196 220 9 of of ADP issue-196 220 10 the the DET issue-196 220 11 dynamic dynamic ADJ issue-196 220 12 development development NOUN issue-196 220 13 of of ADP issue-196 220 14 this this DET issue-196 220 15 area area NOUN issue-196 220 16 , , PUNCT issue-196 220 17 it it PRON issue-196 220 18 is be AUX issue-196 220 19 not not PART issue-196 220 20 possible possible ADJ issue-196 220 21 to to PART issue-196 220 22 form form VERB issue-196 220 23 a a DET issue-196 220 24 complete complete ADJ issue-196 220 25 and and CCONJ issue-196 220 26 consistent consistent ADJ issue-196 220 27 classification classification NOUN issue-196 220 28 of of ADP issue-196 220 29 analysis analysis NOUN issue-196 220 30 and and CCONJ issue-196 220 31 data datum NOUN issue-196 220 32 processing processing NOUN issue-196 220 33 tasks task NOUN issue-196 220 34 . . PUNCT issue-196 221 1 therefore therefore ADV issue-196 221 2 , , PUNCT issue-196 221 3 the the DET issue-196 221 4 results result NOUN issue-196 221 5 obtained obtain VERB issue-196 221 6 should should AUX issue-196 221 7 be be AUX issue-196 221 8 considered consider VERB issue-196 221 9 as as ADP issue-196 221 10 plausible plausible ADJ issue-196 221 11 hypotheses hypothesis NOUN issue-196 221 12 about about ADP issue-196 221 13 the the DET issue-196 221 14 representation representation NOUN issue-196 221 15 of of ADP issue-196 221 16 these these DET issue-196 221 17 problems problem NOUN issue-196 221 18 . . PUNCT issue-196 222 1 references reference NOUN issue-196 222 2 : : PUNCT issue-196 222 3 d'yakonov d'yakonov PROPN issue-196 222 4 , , PUNCT issue-196 222 5 v. v. PROPN issue-196 222 6 , , PUNCT issue-196 222 7 & & CCONJ issue-196 222 8 kruglov kruglov PROPN issue-196 222 9 , , PUNCT issue-196 222 10 v. v. PROPN issue-196 222 11 ( ( PUNCT issue-196 222 12 2001 2001 NUM issue-196 222 13 ) ) PUNCT issue-196 222 14 . . PUNCT issue-196 223 1 matematicheskiye matematicheskiye PROPN issue-196 223 2 pakety pakety PROPN issue-196 223 3 rasshireniya rasshireniya PROPN issue-196 223 4 matlab matlab PROPN issue-196 223 5 . . PUNCT issue-196 224 1 spetsial'nyy spetsial'nyy PROPN issue-196 224 2 spravochnik spravochnik PROPN issue-196 224 3 . . PUNCT issue-196 224 4 st st PROPN issue-196 224 5 . . PROPN issue-196 224 6 petersburg petersburg PROPN issue-196 224 7 , , PUNCT issue-196 224 8 russia russia PROPN issue-196 224 9 : : PUNCT issue-196 224 10 piter piter PROPN issue-196 224 11 , , PUNCT issue-196 224 12 480 480 NUM issue-196 225 1 p. p. NOUN issue-196 226 1 [ [ X issue-196 226 2 in in ADP issue-196 226 3 russian russian PROPN issue-196 226 4 ] ] PUNCT issue-196 226 5 . . PUNCT issue-196 227 1 gartner gartner PROPN issue-196 227 2 group group PROPN issue-196 227 3 advanced advance VERB issue-196 227 4 technologies technology NOUN issue-196 227 5 and and CCONJ issue-196 227 6 applications application NOUN issue-196 227 7 research research NOUN issue-196 227 8 note note NOUN issue-196 227 9 ( ( PUNCT issue-196 227 10 1995 1995 NUM issue-196 227 11 ) ) PUNCT issue-196 227 12 . . PUNCT issue-196 228 1 evolution evolution NOUN issue-196 228 2 of of ADP issue-196 228 3 data datum NOUN issue-196 228 4 mining mining NOUN issue-196 228 5 . . PUNCT issue-196 229 1 retrieved retrieve VERB issue-196 229 2 from from ADP issue-196 229 3 : : PUNCT issue-196 229 4 http://www.thearling.com/text/dmwhite/dmwhite.htm http://www.thearling.com/text/dmwhite/dmwhite.htm PROPN issue-196 229 5 han han PROPN issue-196 229 6 , , PUNCT issue-196 229 7 j. j. PROPN issue-196 229 8 , , PUNCT issue-196 229 9 kamber kamber PROPN issue-196 229 10 , , PUNCT issue-196 229 11 m. m. PROPN issue-196 229 12 & & CCONJ issue-196 229 13 pei pei PROPN issue-196 229 14 , , PUNCT issue-196 229 15 j. j. PROPN issue-196 229 16 ( ( PUNCT issue-196 229 17 2012 2012 NUM issue-196 229 18 ) ) PUNCT issue-196 229 19 . . PUNCT issue-196 230 1 data datum NOUN issue-196 230 2 mining mining NOUN issue-196 230 3 : : PUNCT issue-196 230 4 concepts concept NOUN issue-196 230 5 and and CCONJ issue-196 230 6 techniques technique NOUN issue-196 230 7 . . PUNCT issue-196 231 1 waltham waltham PROPN issue-196 231 2 , , PUNCT issue-196 231 3 ma ma PROPN issue-196 231 4 : : PUNCT issue-196 231 5 morgan morgan PROPN issue-196 231 6 kaufmann kaufmann PROPN issue-196 231 7 , , PUNCT issue-196 231 8 740 740 NUM issue-196 231 9 p. p. NOUN issue-196 231 10 hunt hunt NOUN issue-196 231 11 , , PUNCT issue-196 231 12 a. a. NOUN issue-196 231 13 , , PUNCT issue-196 231 14 gentzkow gentzkow NOUN issue-196 231 15 m. m. NOUN issue-196 231 16 ( ( PUNCT issue-196 231 17 2017 2017 NUM issue-196 231 18 ) ) PUNCT issue-196 231 19 . . PUNCT issue-196 232 1 social social ADJ issue-196 232 2 media medium NOUN issue-196 232 3 and and CCONJ issue-196 232 4 fake fake ADJ issue-196 232 5 news news NOUN issue-196 232 6 in in ADP issue-196 232 7 the the DET issue-196 232 8 2016 2016 NUM issue-196 232 9 election election NOUN issue-196 232 10 . . PUNCT issue-196 233 1 journal journal NOUN issue-196 233 2 of of ADP issue-196 233 3 economic economic ADJ issue-196 233 4 perspectives perspective NOUN issue-196 233 5 , , PUNCT issue-196 233 6 2(31 2(31 NUM issue-196 233 7 ) ) PUNCT issue-196 233 8 , , PUNCT issue-196 234 1 p. p. NOUN issue-196 234 2 211–236 211–236 NUM issue-196 234 3 . . PUNCT issue-196 235 1 larose larose PROPN issue-196 235 2 , , PUNCT issue-196 235 3 d. d. PROPN issue-196 235 4 t. t. PROPN issue-196 235 5 ( ( PUNCT issue-196 235 6 2004 2004 NUM issue-196 235 7 ) ) PUNCT issue-196 235 8 . . PUNCT issue-196 236 1 discovering discover VERB issue-196 236 2 knowledge knowledge NOUN issue-196 236 3 in in ADP issue-196 236 4 data datum NOUN issue-196 236 5 : : PUNCT issue-196 236 6 an an DET issue-196 236 7 introduction introduction NOUN issue-196 236 8 to to ADP issue-196 236 9 data datum NOUN issue-196 236 10 mining mining NOUN issue-196 236 11 . . PUNCT issue-196 237 1 hoboken hoboken PROPN issue-196 237 2 , , PUNCT issue-196 237 3 new new PROPN issue-196 237 4 jersey jersey PROPN issue-196 237 5 : : PUNCT issue-196 237 6 wiley wiley PROPN issue-196 237 7 & & CCONJ issue-196 237 8 sons son NOUN issue-196 237 9 , , PUNCT issue-196 237 10 240 240 NUM issue-196 237 11 p. p. NOUN issue-196 237 12 mints mint NOUN issue-196 237 13 , , PUNCT issue-196 237 14 a. a. PROPN issue-196 237 15 yu yu PROPN issue-196 237 16 . . PUNCT issue-196 237 17 ( ( PUNCT issue-196 237 18 2016 2016 NUM issue-196 237 19 ) ) PUNCT issue-196 237 20 . . PUNCT issue-196 238 1 metod metod VERB issue-196 238 2 uproshcheniya uproshcheniya ADV issue-196 238 3 dinamicheskikh dinamicheskikh PROPN issue-196 238 4 ryadov ryadov X issue-196 238 5 s s X issue-196 238 6 ispolzovaniyem ispolzovaniyem PROPN issue-196 238 7 geneticheskikh geneticheskikh PROPN issue-196 238 8 algoritmov algoritmov PROPN issue-196 238 9 . . PUNCT issue-196 239 1 ekonomichnyi ekonomichnyi PROPN issue-196 239 2 visnyk visnyk PROPN issue-196 239 3 zaporizkoi zaporizkoi PROPN issue-196 239 4 derzhavnoi derzhavnoi PROPN issue-196 239 5 inzhenernoi inzhenernoi PROPN issue-196 239 6 akademii akademii PROPN issue-196 239 7 ( ( PUNCT issue-196 239 8 economic economic ADJ issue-196 239 9 bulletin bulletin NOUN issue-196 239 10 of of ADP issue-196 239 11 zaporozhye zaporozhye PROPN issue-196 239 12 state state NOUN issue-196 239 13 engineering engineering PROPN issue-196 239 14 academy academy PROPN issue-196 239 15 ) ) PUNCT issue-196 239 16 , , PUNCT issue-196 239 17 4 4 NUM issue-196 239 18 , , PUNCT issue-196 239 19 p. p. NOUN issue-196 239 20 120–124 120–124 NUM issue-196 240 1 [ [ X issue-196 240 2 in in ADP issue-196 240 3 russian russian PROPN issue-196 240 4 ] ] PUNCT issue-196 240 5 . . PUNCT issue-196 241 1 neelamadhab neelamadhab PROPN issue-196 241 2 , , PUNCT issue-196 241 3 p. p. NOUN issue-196 241 4 , , PUNCT issue-196 241 5 pragnyaban pragnyaban PROPN issue-196 241 6 , , PUNCT issue-196 241 7 m. m. NOUN issue-196 241 8 , , PUNCT issue-196 241 9 & & CCONJ issue-196 241 10 panigrahi panigrahi PROPN issue-196 241 11 , , PUNCT issue-196 241 12 r. r. PROPN issue-196 241 13 ( ( PUNCT issue-196 241 14 2012 2012 NUM issue-196 241 15 ) ) PUNCT issue-196 241 16 . . PUNCT issue-196 242 1 the the DET issue-196 242 2 survey survey NOUN issue-196 242 3 of of ADP issue-196 242 4 data datum NOUN issue-196 242 5 mining mining NOUN issue-196 242 6 applications application NOUN issue-196 242 7 and and CCONJ issue-196 242 8 feature feature NOUN issue-196 242 9 scope scope NOUN issue-196 242 10 . . PUNCT issue-196 243 1 international international ADJ issue-196 243 2 journal journal PROPN issue-196 243 3 of of ADP issue-196 243 4 computer computer NOUN issue-196 243 5 science science NOUN issue-196 243 6 , , PUNCT issue-196 243 7 engineering engineering NOUN issue-196 243 8 and and CCONJ issue-196 243 9 information information NOUN issue-196 243 10 technology technology NOUN issue-196 243 11 , , PUNCT issue-196 243 12 3 3 NUM issue-196 243 13 , , PUNCT issue-196 243 14 p. p. NOUN issue-196 243 15 43–58 43–58 PROPN issue-196 243 16 . . PUNCT issue-196 244 1 алексей алексей NOUN issue-196 244 2 минц минц PROPN issue-196 244 3 классификация классификация PROPN issue-196 244 4 задач задач ADJ issue-196 244 5 интеллектуального интеллектуального NOUN issue-196 244 6 анализа анализа VERB issue-196 244 7 и и PROPN issue-196 244 8 обработки обработки VERB issue-196 244 9 данных данных NOUN issue-196 244 10 в в PROPN issue-196 244 11 экономике экономике PROPN issue-196 244 12 аннотация аннотация PROPN issue-196 244 13 . . PUNCT issue-196 245 1 предметом предметом NOUN issue-196 245 2 исследования исследования NOUN issue-196 245 3 являются являются ADJ issue-196 245 4 методы методы PROPN issue-196 245 5 классификации классификации PROPN issue-196 245 6 задач задач PROPN issue-196 245 7 анализа анализа VERB issue-196 245 8 и и PROPN issue-196 245 9 обработки обработки ADJ issue-196 245 10 данных данных NOUN issue-196 245 11 , , PUNCT issue-196 245 12 а а PROPN issue-196 245 13 также также NOUN issue-196 245 14 их их PROPN issue-196 245 15 классификационные классификационные NOUN issue-196 245 16 признаки признаки ADJ issue-196 245 17 . . PUNCT issue-196 246 1 методология методология NOUN issue-196 246 2 . . PUNCT issue-196 247 1 в в PROPN issue-196 247 2 исследовании исследовании PROPN issue-196 247 3 использована использована PROPN issue-196 247 4 общенаучная общенаучная PROPN issue-196 247 5 методология методология NOUN issue-196 247 6 анализа анализа VERB issue-196 247 7 , , PUNCT issue-196 247 8 синтеза синтеза NOUN issue-196 247 9 , , PUNCT issue-196 247 10 обобщения обобщения NOUN issue-196 247 11 , , PUNCT issue-196 247 12 сравнения сравнения PROPN issue-196 247 13 . . PUNCT issue-196 247 14 при при PROPN issue-196 247 15 составлении составлении PROPN issue-196 247 16 классификации классификации PROPN issue-196 247 17 использованы использованы PROPN issue-196 247 18 методы методы PROPN issue-196 247 19 таксономии таксономии PROPN issue-196 247 20 . . PUNCT issue-196 248 1 выделение выделение PROPN issue-196 248 2 актуальных актуальных PROPN issue-196 248 3 экономических экономических ADP issue-196 248 4 задач задач ADJ issue-196 248 5 производилось производилось NOUN issue-196 248 6 путем путем NOUN issue-196 248 7 исследования исследования PROPN issue-196 248 8 научных научных ADJ issue-196 248 9 публикаций публикаций NOUN issue-196 248 10 по по PROPN issue-196 248 11 анализу анализу PROPN issue-196 248 12 и и PROPN issue-196 248 13 обработке обработке PROPN issue-196 248 14 данных данных PROPN issue-196 248 15 . . PUNCT issue-196 249 1 целью целью PROPN issue-196 249 2 статьи статьи PROPN issue-196 249 3 является является VERB issue-196 249 4 составление составление PROPN issue-196 249 5 актуальной актуальной PROPN issue-196 249 6 классификации классификации PROPN issue-196 249 7 задач задач PROPN issue-196 249 8 анализа анализа VERB issue-196 249 9 и и PROPN issue-196 249 10 обработки обработки VERB issue-196 249 11 данных данных NOUN issue-196 249 12 в в PROPN issue-196 249 13 экономике экономике PROPN issue-196 249 14 , , PUNCT issue-196 249 15 а а PROPN issue-196 249 16 также также NOUN issue-196 249 17 уточнение уточнение PROPN issue-196 249 18 терминологии терминологии PROPN issue-196 249 19 этой этой PROPN issue-196 249 20 отрасли отрасли NOUN issue-196 249 21 науки науки NOUN issue-196 249 22 . . PUNCT issue-196 250 1 результаты результаты PROPN issue-196 250 2 . . PUNCT issue-196 251 1 предложена предложена NOUN issue-196 251 2 классификация классификация PROPN issue-196 251 3 задач задач PROPN issue-196 251 4 анализа анализа VERB issue-196 251 5 данных данных NOUN issue-196 251 6 , , PUNCT issue-196 251 7 состоящая состоящая PROPN issue-196 251 8 из из PROPN issue-196 251 9 четырех четырех PROPN issue-196 251 10 уровней уровней PROPN issue-196 251 11 . . PUNCT issue-196 252 1 задачи задачи NOUN issue-196 252 2 анализа анализа VERB issue-196 252 3 данных данных NOUN issue-196 252 4 задачи задачи PROPN issue-196 252 5 делятся делятся PROPN issue-196 252 6 на на PROPN issue-196 252 7 две две PROPN issue-196 252 8 большие большие PROPN issue-196 252 9 группы группы NOUN issue-196 252 10 : : PUNCT issue-196 252 11 предсказательные предсказательные PROPN issue-196 252 12 и и NOUN issue-196 252 13 описательные описательные NOUN issue-196 252 14 . . PUNCT issue-196 253 1 в в PROPN issue-196 253 2 рамках рамках PROPN issue-196 253 3 каждой каждой PROPN issue-196 253 4 группы группы PROPN issue-196 253 5 выделены выделены PROPN issue-196 253 6 классы классы PROPN issue-196 253 7 , , PUNCT issue-196 253 8 объединяющие объединяющие NOUN issue-196 253 9 задачи задачи NOUN issue-196 253 10 со со ADP issue-196 253 11 схожими схожими ADJ issue-196 253 12 таксономическими таксономическими ADJ issue-196 253 13 признаками признаками NOUN issue-196 253 14 . . PUNCT issue-196 254 1 это это PRON issue-196 254 2 классы классы NOUN issue-196 254 3 задач задач PROPN issue-196 254 4 классификации классификации PROPN issue-196 254 5 , , PUNCT issue-196 254 6 регрессии регрессии NOUN issue-196 254 7 , , PUNCT issue-196 254 8 кластеризации кластеризации ADJ issue-196 254 9 , , PUNCT issue-196 254 10 анализа анализа VERB issue-196 254 11 связей связей PROPN issue-196 254 12 , , PUNCT issue-196 254 13 анализа анализа VERB issue-196 254 14 отклонений отклонений PROPN issue-196 254 15 . . PUNCT issue-196 255 1 классы классы PROPN issue-196 255 2 задач задач PROPN issue-196 255 3 делятся делятся PROPN issue-196 255 4 на на PROPN issue-196 255 5 виды виды PROPN issue-196 255 6 . . PUNCT issue-196 255 7 важным важным PROPN issue-196 255 8 критерием критерием PROPN issue-196 255 9 для для PROPN issue-196 255 10 этого этого PROPN issue-196 255 11 является является VERB issue-196 255 12 размерность размерность PROPN issue-196 255 13 представления представления PROPN issue-196 255 14 входных входных PROPN issue-196 255 15 данных данных NOUN issue-196 255 16 , , PUNCT issue-196 255 17 то то PRON issue-196 255 18 есть есть PROPN issue-196 255 19 количество количество PROPN issue-196 255 20 соседей соседей PROPN issue-196 256 1 у у PROPN issue-196 256 2 каждого каждого NOUN issue-196 256 3 отдельного отдельного NOUN issue-196 256 4 элемента элемента ADJ issue-196 256 5 данных данных NOUN issue-196 256 6 . . PUNCT issue-196 257 1 данные данные NOUN issue-196 257 2 могут могут NOUN issue-196 257 3 быть быть NOUN issue-196 257 4 представлены представлены ADP issue-196 257 5 в в PROPN issue-196 257 6 виде виде PROPN issue-196 257 7 рядов рядов PROPN issue-196 257 8 , , PUNCT issue-196 257 9 матриц матриц PROPN issue-196 257 10 и и PROPN issue-196 257 11 графов графов PROPN issue-196 257 12 . . PUNCT issue-196 258 1 методы методы PROPN issue-196 258 2 анализа анализа PROPN issue-196 258 3 таких таких PROPN issue-196 258 4 данных данных PROPN issue-196 258 5 существенно существенно PROPN issue-196 258 6 различаются различаются PROPN issue-196 258 7 . . PUNCT issue-196 259 1 уточнено уточнено NOUN issue-196 259 2 определение определение PROPN issue-196 259 3 обработки обработки VERB issue-196 259 4 данных данных PROPN issue-196 259 5 и и PROPN issue-196 259 6 предложена предложена VERB issue-196 259 7 классификация классификация PROPN issue-196 259 8 соответствующих соответствующих NOUN issue-196 259 9 задач задач PROPN issue-196 259 10 . . PUNCT issue-196 260 1 на на PROPN issue-196 260 2 верхнем верхнем PROPN issue-196 260 3 уровне уровне PROPN issue-196 260 4 классификации классификации PROPN issue-196 260 5 задачи задачи PROPN issue-196 260 6 обработки обработки VERB issue-196 260 7 данных данных PROPN issue-196 260 8 разделены разделены PROPN issue-196 260 9 на на PROPN issue-196 260 10 две две PROPN issue-196 260 11 группы группы PROPN issue-196 260 12 , , PUNCT issue-196 260 13 в в PROPN issue-196 260 14 зависимости зависимости PROPN issue-196 260 15 от от ADP issue-196 260 16 того того NOUN issue-196 260 17 , , PUNCT issue-196 260 18 происходит происходит VERB issue-196 260 19 изменение изменение NOUN issue-196 260 20 порядка порядка VERB issue-196 260 21 элементов элементов PROPN issue-196 260 22 во во NUM issue-196 260 23 входных входных ADJ issue-196 260 24 данных данных NOUN issue-196 260 25 , , PUNCT issue-196 260 26 или или VERB issue-196 260 27 нет нет PROPN issue-196 260 28 . . PUNCT issue-196 261 1 выделены выделены PROPN issue-196 261 2 основные основные PROPN issue-196 261 3 классы классы PROPN issue-196 261 4 задач задач PROPN issue-196 261 5 обработки обработки ADJ issue-196 261 6 данных данных NOUN issue-196 261 7 , , PUNCT issue-196 261 8 такие такие PROPN issue-196 261 9 как как PROPN issue-196 261 10 ранжирование ранжирование NOUN issue-196 261 11 , , PUNCT issue-196 261 12 сортировка сортировка NOUN issue-196 261 13 , , PUNCT issue-196 261 14 фильтрация фильтрация ADJ issue-196 261 15 , , PUNCT issue-196 261 16 очистка очистка NOUN issue-196 261 17 данных данных NOUN issue-196 261 18 , , PUNCT issue-196 261 19 квантование квантование PROPN issue-196 261 20 . . PUNCT issue-196 262 1 практическое практическое PROPN issue-196 262 2 применение применение PROPN issue-196 262 3 . . PUNCT issue-196 263 1 результаты результаты PROPN issue-196 263 2 исследования исследования ADJ issue-196 263 3 могут могут NOUN issue-196 263 4 быть быть NOUN issue-196 263 5 использованы использованы PROPN issue-196 263 6 для для PROPN issue-196 263 7 моделирования моделирования PROPN issue-196 263 8 интеллектуальных интеллектуальных PROPN issue-196 263 9 систем систем NOUN issue-196 263 10 принятия принятия PROPN issue-196 263 11 решений решений PROPN issue-196 263 12 . . PUNCT issue-196 264 1 они они PROPN issue-196 264 2 позволяют позволяют PROPN issue-196 264 3 усовершенствовать усовершенствовать PROPN issue-196 264 4 процессы процессы PROPN issue-196 264 5 постановки постановки PROPN issue-196 264 6 задач задач PROPN issue-196 264 7 анализа анализа VERB issue-196 264 8 и и PROPN issue-196 264 9 обработки обработки ADJ issue-196 264 10 данных данных NOUN issue-196 264 11 , , PUNCT issue-196 264 12 а а PROPN issue-196 264 13 также также PROPN issue-196 264 14 формализовать формализовать PROPN issue-196 264 15 процедуры процедуры PROPN issue-196 264 16 выбора выбора PROPN issue-196 264 17 методов методов PROPN issue-196 264 18 их их PROPN issue-196 264 19 решения решения ADV issue-196 264 20 . . PUNCT issue-196 265 1 это это VERB issue-196 265 2 ведет ведет ADJ issue-196 265 3 к к PROPN issue-196 265 4 повышению повышению PROPN issue-196 265 5 экономической экономической ADJ issue-196 265 6 эффективности эффективности X issue-196 265 7 . . PUNCT