Class information for:
Level 1: FUZZY TIME SERIES//FUZZY FORECASTING//STOCK FORECASTING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
6142 1523 32.8 52%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
2809 2             FUZZY TIME SERIES//JOURNAL OF GREY SYSTEM//GM1 1 MODEL 3073
6142 1                   FUZZY TIME SERIES//FUZZY FORECASTING//STOCK FORECASTING 1523

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 FUZZY TIME SERIES authKW 2420859 9% 87% 139
2 FUZZY FORECASTING authKW 300717 1% 100% 15
3 STOCK FORECASTING authKW 280669 1% 100% 14
4 TIME SERIES FORECASTING authKW 279464 4% 24% 57
5 STOCK PRICE PREDICTION authKW 275889 1% 81% 17
6 FUZZY LOGICAL RELATIONS authKW 260621 1% 100% 13
7 SALES FORECASTING authKW 234135 2% 40% 29
8 FINANCIAL FORECASTING authKW 232008 2% 46% 25
9 FUZZY LOGICAL RELATIONSHIPS authKW 220526 1% 100% 11
10 FORECASTING authKW 211853 15% 5% 225

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Artificial Intelligence 69474 55% 0% 845
2 Operations Research & Management Science 17355 24% 0% 371
3 Computer Science, Interdisciplinary Applications 2597 12% 0% 177
4 Engineering, Electrical & Electronic 2296 24% 0% 371
5 Computer Science, Theory & Methods 1494 9% 0% 140
6 Management 1025 6% 0% 92
7 Computer Science, Information Systems 931 7% 0% 106
8 Economics 750 8% 0% 129
9 Computer Science, Cybernetics 665 2% 0% 31
10 Mathematics, Interdisciplinary Applications 650 5% 0% 78

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 INT BANKING ECON FINANCE 80191 0% 100% 4
2 INFORMAT MANAGEMENT COMMUN 70592 1% 39% 9
3 INVESTMENT FINANCIAL ENGN 53458 0% 67% 4
4 DESIG GABIN 40096 0% 100% 2
5 NTMIS 40096 0% 100% 2
6 CIBEF 35636 0% 44% 4
7 LIVERPOOL BUSINESS 31081 1% 14% 11
8 INFORMAT MANAGEMENT 28254 8% 1% 116
9 ARTIFICIAL INTELLIGENCE CYBERNET GRP 26729 0% 67% 2
10 DIGITAL TECHNOL GAME DESIGN 26729 0% 67% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 EXPERT SYSTEMS WITH APPLICATIONS 130465 17% 2% 262
2 APPLIED SOFT COMPUTING 24613 4% 2% 67
3 NEURAL COMPUTING & APPLICATIONS 17283 3% 2% 45
4 NEUROCOMPUTING 16862 6% 1% 90
5 INTERNATIONAL JOURNAL OF FORECASTING 10184 2% 2% 28
6 APPLIED INTELLIGENCE 8591 2% 2% 23
7 JOURNAL OF FORECASTING 7871 1% 2% 22
8 KNOWLEDGE-BASED SYSTEMS 5637 2% 1% 28
9 IEEE TRANSACTIONS ON NEURAL NETWORKS 5018 2% 1% 27
10 DECISION SUPPORT SYSTEMS 4380 2% 1% 24

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 FUZZY TIME SERIES 2420859 9% 87% 139 Search FUZZY+TIME+SERIES Search FUZZY+TIME+SERIES
2 FUZZY FORECASTING 300717 1% 100% 15 Search FUZZY+FORECASTING Search FUZZY+FORECASTING
3 STOCK FORECASTING 280669 1% 100% 14 Search STOCK+FORECASTING Search STOCK+FORECASTING
4 TIME SERIES FORECASTING 279464 4% 24% 57 Search TIME+SERIES+FORECASTING Search TIME+SERIES+FORECASTING
5 STOCK PRICE PREDICTION 275889 1% 81% 17 Search STOCK+PRICE+PREDICTION Search STOCK+PRICE+PREDICTION
6 FUZZY LOGICAL RELATIONS 260621 1% 100% 13 Search FUZZY+LOGICAL+RELATIONS Search FUZZY+LOGICAL+RELATIONS
7 SALES FORECASTING 234135 2% 40% 29 Search SALES+FORECASTING Search SALES+FORECASTING
8 FINANCIAL FORECASTING 232008 2% 46% 25 Search FINANCIAL+FORECASTING Search FINANCIAL+FORECASTING
9 FUZZY LOGICAL RELATIONSHIPS 220526 1% 100% 11 Search FUZZY+LOGICAL+RELATIONSHIPS Search FUZZY+LOGICAL+RELATIONSHIPS
10 FORECASTING 211853 15% 5% 225 Search FORECASTING Search FORECASTING

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 CHENG, SH , CHEN, SM , JIAN, WS , (2016) FUZZY TIME SERIES FORECASTING BASED ON FUZZY LOGICAL RELATIONSHIPS AND SIMILARITY MEASURES.INFORMATION SCIENCES. VOL. 327. ISSUE . P. 272 -287 50 100% 2
2 YE, FR , ZHANG, LM , ZHANG, DF , FUJITA, H , GONG, ZG , (2016) A NOVEL FORECASTING METHOD BASED ON MULTI-ORDER FUZZY TIME SERIES AND TECHNICAL ANALYSIS.INFORMATION SCIENCES. VOL. 367. ISSUE . P. 41 -57 43 100% 3
3 EGRIOGLU, E , (2014) PSO-BASED HIGH ORDER TIME INVARIANT FUZZY TIME SERIES METHOD: APPLICATION TO STOCK EXCHANGE DATA.ECONOMIC MODELLING. VOL. 38. ISSUE . P. 633 -639 35 100% 10
4 CHEN, SM , CHEN, SW , (2015) FUZZY FORECASTING BASED ON TWO-FACTORS SECOND-ORDER FUZZY-TREND LOGICAL RELATIONSHIP GROUPS AND THE PROBABILITIES OF TRENDS OF FUZZY LOGICAL RELATIONSHIPS.IEEE TRANSACTIONS ON CYBERNETICS. VOL. 45. ISSUE 3. P. 405 -417 32 100% 9
5 YOLCU, U , (2016) A NEW APPROACH BASED ON OPTIMIZATION OF RATIO FOR SEASONAL FUZZY TIME SERIES.IRANIAN JOURNAL OF FUZZY SYSTEMS. VOL. 13. ISSUE 2. P. 19 -36 35 100% 0
6 WANG, WN , LIU, XD , (2015) FUZZY FORECASTING BASED ON AUTOMATIC CLUSTERING AND AXIOMATIC FUZZY SET CLASSIFICATION.INFORMATION SCIENCES. VOL. 294. ISSUE . P. 78 -94 39 81% 7
7 USLU, VR , BAS, E , YOLCU, U , EGRIOGLU, E , (2014) A FUZZY TIME SERIES APPROACH BASED ON WEIGHTS DETERMINED BY THE NUMBER OF RECURRENCES OF FUZZY RELATIONS.SWARM AND EVOLUTIONARY COMPUTATION. VOL. 15. ISSUE . P. 19 -26 38 93% 3
8 CHEN, MY , CHEN, BT , (2015) A HYBRID FUZZY TIME SERIES MODEL BASED ON GRANULAR COMPUTING FOR STOCK PRICE FORECASTING.INFORMATION SCIENCES. VOL. 294. ISSUE . P. 227 -241 35 76% 18
9 SADAEI, HJ , LEE, MH , (2014) MULTILAYER STOCK FORECASTING MODEL USING FUZZY TIME SERIES.SCIENTIFIC WORLD JOURNAL. VOL. . ISSUE . P. - 39 91% 0
10 YOLCU, OC , YOLCU, U , EGRIOGLU, E , ALADAG, CH , (2016) HIGH ORDER FUZZY TIME SERIES FORECASTING METHOD BASED ON AN INTERSECTION OPERATION.APPLIED MATHEMATICAL MODELLING. VOL. 40. ISSUE 19-20. P. 8750 -8765 39 83% 0

Classes with closest relation at Level 1


Rank Class id link
1 16650 TECHNICAL ANALYSIS//TECHNICAL TRADING RULES//TECHNICAL TRADING
2 5908 LOAD FORECASTING//SHORT TERM LOAD FORECASTING//ELECTRIC LOAD FORECASTING
3 8626 INTERNATIONAL JOURNAL OF FORECASTING//EXPONENTIAL SMOOTHING//JOURNAL OF FORECASTING
4 14759 JOURNAL OF GREY SYSTEM//GM1 1 MODEL//GREY SYSTEM
5 4761 CREDIT SCORING//BANKRUPTCY PREDICTION//CREDIT RISK
6 20661 FUZZY REGRESSION//FUZZY LINEAR REGRESSION//FUZZY REGRESSION ANALYSIS
7 21918 BICORRELATION//SECTORAL SHARES//TRICORRELATION
8 36555 MANAGEMENT SCI DECIS MAKING//BRAND SPECTRUM//ANALYTICAL INFORMATION SYSTEM
9 22584 ECHO STATE NETWORK//RESERVOIR COMPUTING//LIQUID STATE MACHINE
10 15911 TIME SERIES CLASSIFICATION//SUBSEQUENCE MATCHING//TIME SERIES DATABASES

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