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

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
2109 2287 29.4 48%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
531 14080 FUZZY SETS AND SYSTEMS//IEEE TRANSACTIONS ON FUZZY SYSTEMS//INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 IEEE TRANSACTIONS ON FUZZY SYSTEMS Journal 26 12% 9% 204
2 FUZZY MODELING Author keyword 18 17% 4% 99
3 SYMBIOTIC EVOLUTION Author keyword 15 50% 1% 21
4 ETS COMP ENGN Address 15 88% 0% 7
5 INFORMATION GRANULATION IG Author keyword 15 88% 0% 7
6 FUZZY POLYNOMIAL NEURON FPN Author keyword 14 100% 0% 7
7 POLYNOMIAL NEURON PN Author keyword 14 100% 0% 7
8 INTERPRETABILITY Author keyword 13 24% 2% 48
9 RULE SELECTION Author keyword 12 45% 1% 21
10 FUZZY NEURAL NETWORKS Author keyword 12 16% 3% 68

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 FUZZY MODELING 18 17% 4% 99 Search FUZZY+MODELING Search FUZZY+MODELING
2 SYMBIOTIC EVOLUTION 15 50% 1% 21 Search SYMBIOTIC+EVOLUTION Search SYMBIOTIC+EVOLUTION
3 INFORMATION GRANULATION IG 15 88% 0% 7 Search INFORMATION+GRANULATION+IG Search INFORMATION+GRANULATION+IG
4 FUZZY POLYNOMIAL NEURON FPN 14 100% 0% 7 Search FUZZY+POLYNOMIAL+NEURON+FPN Search FUZZY+POLYNOMIAL+NEURON+FPN
5 POLYNOMIAL NEURON PN 14 100% 0% 7 Search POLYNOMIAL+NEURON+PN Search POLYNOMIAL+NEURON+PN
6 INTERPRETABILITY 13 24% 2% 48 Search INTERPRETABILITY Search INTERPRETABILITY
7 RULE SELECTION 12 45% 1% 21 Search RULE+SELECTION Search RULE+SELECTION
8 FUZZY NEURAL NETWORKS 12 16% 3% 68 Search FUZZY+NEURAL+NETWORKS Search FUZZY+NEURAL+NETWORKS
9 CONTEXT BASED FUZZY CLUSTERING 12 86% 0% 6 Search CONTEXT+BASED+FUZZY+CLUSTERING Search CONTEXT+BASED+FUZZY+CLUSTERING
10 STRUCTURE PARAMETER LEARNING 11 78% 0% 7 Search STRUCTURE+PARAMETER+LEARNING Search STRUCTURE+PARAMETER+LEARNING

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 INTERPRETABILITY 58 49% 4% 86
2 INCONSISTENT RULES 45 94% 1% 16
3 SYMBIOTIC EVOLUTION 27 70% 1% 23
4 INFERENCE SYSTEM 27 22% 5% 109
5 INFERENCE NETWORK 25 55% 1% 31
6 PATTERN CLASSIFICATION PROBLEMS 21 51% 1% 29
7 NUMERICAL DATA 19 45% 1% 32
8 RULE BASE 19 64% 1% 18
9 RULE BASED SYSTEMS 15 35% 2% 35
10 INFERENCE SYSTEMS 15 35% 1% 34

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 IEEE TRANSACTIONS ON FUZZY SYSTEMS 26 12% 9% 204

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Ten years of genetic fuzzy systems: current framework and new trends 2004 309 62 76%
A historical review of evolutionary learning methods for Mamdani-type fuzzy rule-based systems: Designing interpretable genetic fuzzy systems 2011 45 95 81%
Low-level interpretability and high-level interpretability: a unified view of data-driven interpretable fuzzy system modelling 2008 82 93 51%
Interpretability constraints for fuzzy information granulation 2008 66 66 55%
Neuro-fuzzy rule generation: Survey in soft computing framework 2000 316 97 51%
NEURO-FUZZY MODELING AND CONTROL 1995 781 25 24%
A Decade of Kasabov's Evolving Connectionist Systems: A Review 2009 23 37 38%
Optimal fuzzy controller parameters using PSO for speed control of Quasi-Z Source DC/DC converter fed drive 2015 1 31 16%
Revisiting evolutionary algorithms in feature selection and nonfuzzy/fuzzy rule based classification 2013 2 95 47%
Evolving fuzzy systems for data streams: a survey 2011 3 25 60%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 ETS COMP ENGN 15 88% 0.3% 7
2 CONTROL RUMENTAT ROBOT ENG 4 75% 0.1% 3
3 RUMENTAC IND 4 75% 0.1% 3
4 TELEMAT VEHICLE IT CONVERGENCE 4 75% 0.1% 3
5 FUZZY LOG ROBOT INTELLIGENT SYST 4 56% 0.2% 5
6 KNOWLEDGE BASED MATH SYST 3 15% 0.8% 19
7 CONTROL INTELLIGENT SYST ENGN GRP 2 67% 0.1% 2
8 DPTO AUTOMAT SISTEMAS COMPUTAC 2 67% 0.1% 2
9 ROBOT MANU TORY 2 67% 0.1% 2
10 COMP SCI ENGN IT 1 31% 0.2% 4

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000198954 UNIVERSAL APPROXIMATOR//FUZZY PID CONTROLLERS//PID TYPE FUZZY CONTROLLER
2 0.0000143904 CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//CMAC//ANNEALING ROBUST LEARNING ALGORITHM
3 0.0000129993 TYPE 2 FUZZY SETS//INTERVAL TYPE 2 FUZZY SETS//TYPE 2 FUZZY SET
4 0.0000129120 FUZZY HARDWARE//MEMBERSHIP FUNCTION GENERATOR//FUZZY PROCESSOR
5 0.0000111224 RULE EXTRACTION//RULE EXTRACTION FROM NEURAL NETWORKS//KNOWLEDGE INSERTION
6 0.0000103802 TAKAGI SUGENO T S FUZZY SYSTEMS//IEEE TRANSACTIONS ON FUZZY SYSTEMS//T S FUZZY SYSTEMS
7 0.0000099746 LINEAR IN THE PARAMETERS MODEL//FORWARD REGRESSION//COMP ARCHITECTURE COMP TECHNOL
8 0.0000093534 FUZZY RELATION EQUATIONS//FUZZY RELATIONAL EQUATIONS//MAX PRODUCT COMPOSITION
9 0.0000073070 ERYTHEMATO SQUAMOUS//ERYTHEMATO SQUAMOUS DISEASES//FUZZY WEIGHTED PRE PROCESSING
10 0.0000069948 SPLINE NEURAL NETWORKS//TRAINING TRAJECTORY//ADAPTIVE ACTIVATION FUNCTIONS