Class information for:
Level 1: FUZZY MODELING//IEEE TRANSACTIONS ON FUZZY SYSTEMS//FUZZY SYSTEMS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1321 2719 29.3 49%


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
276 3       FUZZY SETS AND SYSTEMS//ALGEBRA UNIVERSALIS//ROUGH SETS 43335
360 2             FUZZY SETS AND SYSTEMS//IEEE TRANSACTIONS ON FUZZY SYSTEMS//AGGREGATION OPERATOR 17397
1321 1                   FUZZY MODELING//IEEE TRANSACTIONS ON FUZZY SYSTEMS//FUZZY SYSTEMS 2719

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 MODELING authKW 397447 4% 31% 116
2 IEEE TRANSACTIONS ON FUZZY SYSTEMS journal 380035 9% 13% 255
3 FUZZY SYSTEMS authKW 316763 7% 15% 185
4 FUZZY NEURAL NETWORK authKW 238485 4% 18% 117
5 INTERPRETABILITY authKW 209596 2% 34% 55
6 FUZZY SETS AND SYSTEMS journal 174358 12% 5% 334
7 NEURO FUZZY SYSTEMS authKW 166358 2% 23% 65
8 SYMBIOTIC EVOLUTION authKW 144870 1% 65% 20
9 RULE SELECTION authKW 137532 1% 58% 21
10 NEURAL FUZZY NETWORK authKW 132531 1% 54% 22

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 103558 51% 1% 1380
2 Computer Science, Theory & Methods 16202 22% 0% 587
3 Computer Science, Cybernetics 15529 7% 1% 194
4 Statistics & Probability 6801 13% 0% 342
5 Engineering, Electrical & Electronic 3831 24% 0% 643
6 Automation & Control Systems 3648 8% 0% 215
7 Computer Science, Interdisciplinary Applications 3499 10% 0% 277
8 Mathematics, Applied 2847 14% 0% 378
9 Computer Science, Information Systems 2198 8% 0% 215
10 Operations Research & Management Science 865 4% 0% 122

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 ETS COMP ENGN 89828 0% 100% 8
2 SYST 44855 4% 4% 113
3 COMPUTAT INTELLIGENCE 40979 2% 8% 47
4 COMP ARCHITECTURE COMP TECHNOL 34951 1% 17% 18
5 KNOWLEDGE BASED MATH SYST 34592 1% 15% 21
6 FUZZY LOG ROBOT INTELLIGENT SYST 31186 0% 56% 5
7 CONTROL RUMENTAT ROBOT ENG 25263 0% 75% 3
8 RUMENTAC IND 25263 0% 75% 3
9 TELEMAT VEHICLE IT CONVERGENCE 25263 0% 75% 3
10 BLDG SERV ENGN GRP 22457 0% 100% 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 IEEE TRANSACTIONS ON FUZZY SYSTEMS 380035 9% 13% 255
2 FUZZY SETS AND SYSTEMS 174358 12% 5% 334
3 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 74032 4% 6% 115
4 INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 38528 3% 5% 71
5 SOFT COMPUTING 26822 3% 3% 72
6 APPLIED SOFT COMPUTING 24832 3% 2% 90
7 JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 23918 3% 3% 73
8 INFORMATION SCIENCES 16119 4% 1% 105
9 IEEE TRANSACTIONS ON NEURAL NETWORKS 14855 2% 2% 62
10 INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 14630 2% 3% 45

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 MODELING 397447 4% 31% 116 Search FUZZY+MODELING Search FUZZY+MODELING
2 FUZZY SYSTEMS 316763 7% 15% 185 Search FUZZY+SYSTEMS Search FUZZY+SYSTEMS
3 FUZZY NEURAL NETWORK 238485 4% 18% 117 Search FUZZY+NEURAL+NETWORK Search FUZZY+NEURAL+NETWORK
4 INTERPRETABILITY 209596 2% 34% 55 Search INTERPRETABILITY Search INTERPRETABILITY
5 NEURO FUZZY SYSTEMS 166358 2% 23% 65 Search NEURO+FUZZY+SYSTEMS Search NEURO+FUZZY+SYSTEMS
6 SYMBIOTIC EVOLUTION 144870 1% 65% 20 Search SYMBIOTIC+EVOLUTION Search SYMBIOTIC+EVOLUTION
7 RULE SELECTION 137532 1% 58% 21 Search RULE+SELECTION Search RULE+SELECTION
8 NEURAL FUZZY NETWORK 132531 1% 54% 22 Search NEURAL+FUZZY+NETWORK Search NEURAL+FUZZY+NETWORK
9 FUZZY RULES 123042 2% 22% 50 Search FUZZY+RULES Search FUZZY+RULES
10 UNIVERSAL APPROXIMATOR 115145 1% 51% 20 Search UNIVERSAL+APPROXIMATOR Search UNIVERSAL+APPROXIMATOR

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 CORDON, O , (2011) A HISTORICAL REVIEW OF EVOLUTIONARY LEARNING METHODS FOR MAMDANI-TYPE FUZZY RULE-BASED SYSTEMS: DESIGNING INTERPRETABLE GENETIC FUZZY SYSTEMS.INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. VOL. 52. ISSUE 6. P. 894 -913 75 79% 93
2 GACTO, MJ , ALCALA, R , HERRERA, F , (2011) INTERPRETABILITY OF LINGUISTIC FUZZY RULE-BASED SYSTEMS: AN OVERVIEW OF INTERPRETABILITY MEASURES.INFORMATION SCIENCES. VOL. 181. ISSUE 20. P. 4340 -4360 43 91% 136
3 FAZZOLARI, M , ALCALA, R , NOJIMA, Y , ISHIBUCHI, H , HERRERA, F , (2013) A REVIEW OF THE APPLICATION OF MULTIOBJECTIVE EVOLUTIONARY FUZZY SYSTEMS: CURRENT STATUS AND FURTHER DIRECTIONS.IEEE TRANSACTIONS ON FUZZY SYSTEMS. VOL. 21. ISSUE 1. P. 45 -65 57 63% 75
4 CORDON, O , GOMIDE, F , HERRERA, F , MAGDALENA, L , HOFFMANN, F , (2004) TEN YEARS OF GENETIC FUZZY SYSTEMS: CURRENT FRAMEWORK AND NEW TRENDS.FUZZY SETS AND SYSTEMS. VOL. 141. ISSUE 1. P. 5 -31 52 80% 361
5 D'ANDREA, E , LAZZERINI, B , (2013) A HIERARCHICAL APPROACH TO MULTI-CLASS FUZZY CLASSIFIERS.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 40. ISSUE 9. P. 3828 -3840 45 94% 4
6 RIID, A , RUSTERN, E , (2014) ADAPTABILITY, INTERPRETABILITY AND RULE WEIGHTS IN FUZZY RULE-BASED SYSTEMS.INFORMATION SCIENCES. VOL. 257. ISSUE . P. 301-312 39 95% 5
7 REZAEE, B , ZARANDI, MHF , (2010) DATA-DRIVEN FUZZY MODELING FOR TAKAGI-SUGENO-KANG FUZZY SYSTEM.INFORMATION SCIENCES. VOL. 180. ISSUE 2. P. 241 -255 42 86% 41
8 ISHIBUCHI, H , KAISHO, Y , NOJIMA, Y , (2011) DESIGN OF LINGUISTICALLY INTERPRETABLE FUZZY RULE-BASED CLASSIFIERS: A SHORT REVIEW AND OPEN QUESTIONS.JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING. VOL. 17. ISSUE 2-3. P. 101 -134 47 80% 3
9 TSEKOURAS, GE , (2016) FUZZY RULE BASE SIMPLIFICATION USING MULTIDIMENSIONAL SCALING AND CONSTRAINED OPTIMIZATION.FUZZY SETS AND SYSTEMS. VOL. 297. ISSUE . P. 46 -72 37 90% 0
10 LUGHOFER, E , (2013) ON-LINE ASSURANCE OF INTERPRETABILITY CRITERIA IN EVOLVING FUZZY SYSTEMS - ACHIEVEMENTS, NEW CONCEPTS AND OPEN ISSUES.INFORMATION SCIENCES. VOL. 251. ISSUE . P. 22 -46 35 80% 23

Classes with closest relation at Level 1


Rank Class id link
1 16272 FUZZY CONTROL//FUZZY PID CONTROLLER//SELF ORGANIZING FUZZY CONTROLLER
2 23028 FUZZY HARDWARE//FUZZY PROCESSOR//MEMBERSHIP FUNCTION GENERATOR
3 36472 FUZZY FEEDBACK SYSTEMS//N 15 SEPARATION PLANT//SOLUTIONS OF ACRYLIC ACID
4 13649 CMAC//CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//WAVELET NEURAL NETWORK
5 17786 FUZZY RELATION EQUATIONS//FUZZY RELATIONAL EQUATIONS//MAX PRODUCT COMPOSITION
6 13300 TYPE 2 FUZZY SETS//INTERVAL TYPE 2 FUZZY SETS//TYPE 2 FUZZY LOGIC
7 21323 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
8 36583 ESIME AZC OTZALCO//CYLINDRICAL ROBOTIC ARM//TRANSELEVATOR
9 3586 T S FUZZY SYSTEMS//TAKAGI SUGENO T S FUZZY SYSTEMS//IEEE TRANSACTIONS ON FUZZY SYSTEMS
10 11003 FORWARD REGRESSION//RADIAL BASIS FUNCTION NETWORK//NARMAX

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