Class information for:
Level 2: FUZZY TIME SERIES//JOURNAL OF GREY SYSTEM//GM1 1 MODEL

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
2809 3073 25.8 44%


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
14759 1                   JOURNAL OF GREY SYSTEM//GM1 1 MODEL//GREY SYSTEM 752
24174 1                   MODERN LOG PLICAT//KYBERNETES//CYBERNETICS 321
28138 1                   SMALL DATA SET//INTERIOR OUTER SET MODEL//SMALL DATA SET LEARNING 213
31172 1                   PF CONVERTER//POLOIDAL FIELD CONVERTER//ASIPP 157
34708 1                   MANEUVERING AFFORDANCE//RANDOMNESS BASED APPROACH//SATELLITE ROADWAY VEHICLE NETWORK 107

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 1216980 5% 88% 140
2 JOURNAL OF GREY SYSTEM journal 914719 6% 48% 190
3 GM1 1 MODEL authKW 318617 1% 76% 42
4 GREY SYSTEM authKW 315089 2% 62% 51
5 SMALL DATA SET authKW 289754 1% 83% 35
6 GREY MODEL authKW 240361 2% 44% 55
7 KYBERNETES journal 219411 7% 10% 214
8 GREY SYSTEM THEORY authKW 197270 2% 41% 48
9 GREY FORECASTING MODEL authKW 188147 1% 76% 25
10 FORECASTING authKW 169433 9% 6% 286

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 50157 33% 1% 1028
2 Computer Science, Cybernetics 25356 9% 1% 263
3 Operations Research & Management Science 17589 17% 0% 535
4 Mathematics, Interdisciplinary Applications 6683 11% 0% 336
5 Engineering, Electrical & Electronic 2464 19% 0% 571
6 Computer Science, Interdisciplinary Applications 2262 8% 0% 242
7 Computer Science, Theory & Methods 2188 8% 0% 244
8 Engineering, General 1518 6% 0% 179
9 Automation & Control Systems 1124 4% 0% 133
10 Management 773 4% 0% 119

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 MODERN LOG PLICAT 168892 1% 100% 17
2 GREY SYST STUDIES 146029 1% 70% 21
3 IND INFORMAT MANAGEMENT 75683 2% 13% 58
4 INT BANKING ECON FINANCE 39739 0% 100% 4
5 BUSINESS PLANNING 39727 0% 40% 10
6 ECON MANAGEMENT 36831 7% 2% 204
7 INFORMAT MANAGEMENT COMMUN 34977 0% 39% 9
8 ECON INT TRADE 34367 0% 23% 15
9 ASIPP 32177 0% 36% 9
10 DISASTER PUBL SECUR 31790 0% 80% 4

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 JOURNAL OF GREY SYSTEM 914719 6% 48% 190
2 KYBERNETES 219411 7% 10% 214
3 EXPERT SYSTEMS WITH APPLICATIONS 95602 10% 3% 319
4 APPLIED SOFT COMPUTING 13631 2% 2% 71
5 NEURAL COMPUTING & APPLICATIONS 9701 2% 2% 48
6 NEUROCOMPUTING 9418 3% 1% 96
7 INTERNATIONAL JOURNAL OF GENERAL SYSTEMS 8896 1% 3% 31
8 JOURNAL OF FUSION ENERGY 6011 1% 2% 29
9 INTERNATIONAL JOURNAL OF FORECASTING 5766 1% 2% 30
10 APPLIED INTELLIGENCE 5418 1% 2% 26

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 1216980 5% 88% 140 Search FUZZY+TIME+SERIES Search FUZZY+TIME+SERIES
2 GM1 1 MODEL 318617 1% 76% 42 Search GM1+1+MODEL Search GM1+1+MODEL
3 GREY SYSTEM 315089 2% 62% 51 Search GREY+SYSTEM Search GREY+SYSTEM
4 SMALL DATA SET 289754 1% 83% 35 Search SMALL+DATA+SET Search SMALL+DATA+SET
5 GREY MODEL 240361 2% 44% 55 Search GREY+MODEL Search GREY+MODEL
6 GREY SYSTEM THEORY 197270 2% 41% 48 Search GREY+SYSTEM+THEORY Search GREY+SYSTEM+THEORY
7 GREY FORECASTING MODEL 188147 1% 76% 25 Search GREY+FORECASTING+MODEL Search GREY+FORECASTING+MODEL
8 FORECASTING 169433 9% 6% 286 Search FORECASTING Search FORECASTING
9 CYBERNETICS 165069 5% 11% 154 Search CYBERNETICS Search CYBERNETICS
10 GREY THEORY 157831 1% 38% 42 Search GREY+THEORY Search GREY+THEORY

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 KHASHEI, M , BIJARI, M , (2014) FUZZY ARTIFICIAL NEURAL NETWORK (P, D, Q) MODEL FOR INCOMPLETE FINANCIAL TIME SERIES FORECASTING.JOURNAL OF INTELLIGENT & FUZZY SYSTEMS. VOL. 26. ISSUE 2. P. 831 -845 47 71% 5

Classes with closest relation at Level 2


Rank Class id link
1 1959 INTERNATIONAL JOURNAL OF FORECASTING//JOURNAL OF FORECASTING//STATISTICS & PROBABILITY
2 695 IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE//NEURAL NETWORKS
3 360 FUZZY SETS AND SYSTEMS//IEEE TRANSACTIONS ON FUZZY SYSTEMS//AGGREGATION OPERATOR
4 4123 INTELLIGENT PRODUCT SUPPORT//ELECTRONIC ASSEMBLIES COMPONENT SELECTION//GREAT EAGLE 25F
5 144 BUSINESS, FINANCE//JOURNAL OF FUTURES MARKETS//ECONOMICS
6 235 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//MACHINE LEARNING
7 4007 E MAINTENANCE//TELEPRESENCE MICROSCOPY//NTT REVIEW
8 2406 ROUGH SETS//ATTRIBUTE REDUCTION//FORMAL CONCEPT ANALYSIS
9 3580 ADAPTIVE RESONANCE THEORY//FUZZY ARTMAP//ARTMAP
10 184 IEEE TRANSACTIONS ON POWER SYSTEMS//MICROGRID//SMART GRID

Go to start page