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

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
229 3       FUZZY SETS AND SYSTEMS//JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT//JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE 48651
437 2             FUZZY SETS AND SYSTEMS//AGGREGATION OPERATOR//IEEE TRANSACTIONS ON FUZZY SYSTEMS 16557
2045 1                   FUZZY MODELING//IEEE TRANSACTIONS ON FUZZY SYSTEMS//INTERPRETABILITY 2413

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 FUZZY MODELING authKW 370930 4% 27% 105
2 IEEE TRANSACTIONS ON FUZZY SYSTEMS journal 345534 10% 12% 230
3 INTERPRETABILITY authKW 265770 2% 35% 59
4 FUZZY SYSTEMS authKW 223532 6% 12% 147
5 GENETIC FUZZY SYSTEMS authKW 221815 2% 45% 38
6 FUZZY NEURAL NETWORK authKW 221478 4% 16% 106
7 FUZZY RULE BASED CLASSIFIERS authKW 188569 1% 76% 19
8 NEURO FUZZY SYSTEMS authKW 185053 3% 22% 65
9 FUZZY RULE BASED SYSTEMS authKW 156839 1% 39% 31
10 FUZZY RULES authKW 152129 2% 22% 52

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 102350 54% 1% 1300
2 Computer Science, Theory & Methods 12789 20% 0% 491
3 Computer Science, Cybernetics 12612 7% 1% 166
4 Statistics & Probability 4788 11% 0% 272
5 Computer Science, Interdisciplinary Applications 3499 11% 0% 261
6 Engineering, Electrical & Electronic 3382 24% 0% 572
7 Automation & Control Systems 2477 7% 0% 170
8 Mathematics, Applied 2082 13% 0% 308
9 Computer Science, Information Systems 1960 8% 0% 193
10 Operations Research & Management Science 914 5% 0% 117

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ETS COMP ENGN 79987 0% 88% 7
2 SYST 54842 5% 4% 118
3 KNOWLEDGE BASED MATH SYST 49125 1% 16% 24
4 COMPUTAT INTELLIGENCE 46561 2% 7% 48
5 FUZZY LOG ROBOT INTELLIGENT SYST 36272 0% 56% 5
6 ELECT COMP ENGN DEEC UC 32644 0% 50% 5
7 CONTROL RUMENTAT ROBOT ENG 29382 0% 75% 3
8 RUMENTAC IND 29382 0% 75% 3
9 TELEMAT VEHICLE IT CONVERGENCE 29382 0% 75% 3
10 ESIME AZC OTZALCO 26210 1% 13% 15

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON FUZZY SYSTEMS 345534 10% 12% 230
2 FUZZY SETS AND SYSTEMS 124071 11% 4% 263
3 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 65107 4% 5% 100
4 INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 29254 2% 4% 59
5 SOFT COMPUTING 27414 3% 3% 72
6 APPLIED SOFT COMPUTING 22588 3% 2% 84
7 JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 16443 3% 2% 61
8 INFORMATION SCIENCES 13044 4% 1% 89
9 IEEE TRANSACTIONS ON NEURAL NETWORKS 12625 2% 2% 53
10 INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 12409 2% 2% 39

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 FUZZY MODELING 370930 4% 27% 105 Search FUZZY+MODELING Search FUZZY+MODELING
2 INTERPRETABILITY 265770 2% 35% 59 Search INTERPRETABILITY Search INTERPRETABILITY
3 FUZZY SYSTEMS 223532 6% 12% 147 Search FUZZY+SYSTEMS Search FUZZY+SYSTEMS
4 GENETIC FUZZY SYSTEMS 221815 2% 45% 38 Search GENETIC+FUZZY+SYSTEMS Search GENETIC+FUZZY+SYSTEMS
5 FUZZY NEURAL NETWORK 221478 4% 16% 106 Search FUZZY+NEURAL+NETWORK Search FUZZY+NEURAL+NETWORK
6 FUZZY RULE BASED CLASSIFIERS 188569 1% 76% 19 Search FUZZY+RULE+BASED+CLASSIFIERS Search FUZZY+RULE+BASED+CLASSIFIERS
7 NEURO FUZZY SYSTEMS 185053 3% 22% 65 Search NEURO+FUZZY+SYSTEMS Search NEURO+FUZZY+SYSTEMS
8 FUZZY RULE BASED SYSTEMS 156839 1% 39% 31 Search FUZZY+RULE+BASED+SYSTEMS Search FUZZY+RULE+BASED+SYSTEMS
9 FUZZY RULES 152129 2% 22% 52 Search FUZZY+RULES Search FUZZY+RULES
10 RULE SELECTION 145087 1% 56% 20 Search RULE+SELECTION Search RULE+SELECTION

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 24529 SPARSE FUZZY RULE BASED SYSTEMS//FUZZY INTERPOLATIVE REASONING//FUZZY RULE INTERPOLATION
2 12449 FUZZY CONTROL//FUZZY PID CONTROLLER//PID TYPE FUZZY CONTROLLER
3 11940 CMAC//CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//WAVELET NEURAL NETWORK
4 18418 FUZZY RELATION EQUATIONS//FUZZY RELATIONAL EQUATIONS//MAX PRODUCT COMPOSITION
5 20414 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
6 23787 FUZZY HARDWARE//FUZZY PROCESSOR//MEMBERSHIP FUNCTION GENERATOR
7 37100 ANNEALING ROBUST LEARNING ALGORITHM//ROBUST LEARNING ALGORITHM//ESTIMATION QUALITY
8 13136 TYPE 2 FUZZY SETS//INTERVAL TYPE 2 FUZZY SETS//TYPE 2 FUZZY LOGIC SYSTEMS
9 37749 ESIME AZC OTZALCO//CYLINDRICAL ROBOTIC ARM//TRANSELEVATOR
10 12345 FORWARD REGRESSION//NARMAX//TRUCK SCALE

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