Class information for:
Level 3: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FUZZY SETS AND SYSTEMS//INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
55 89665 28.2 38%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 4)


ID, lev.
above		 Publications Label for level above
17 868753 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS

Classes in level below (level 2)


ID, lev.
below		 Publications Label for level below
366 16658 INFORMATION RETRIEVAL//INFORMATION PROCESSING & MANAGEMENT//COMPUTATIONAL LINGUISTICS
396 16220 CREDIT SCORING//MACHINE LEARNING//FEATURE SELECTION
531 14080 FUZZY SETS AND SYSTEMS//IEEE TRANSACTIONS ON FUZZY SYSTEMS//INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
629 13118 NEURAL NETWORKS//IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE
922 10499 EVOLUTIONARY COMPUTATION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//EVOLUTIONARY ALGORITHMS
2312 4074 FUZZY TIME SERIES//JOURNAL OF GREY SYSTEM//INTERNATIONAL JOURNAL OF FORECASTING
2394 3750 ASSOCIATION RULES//SEQUENTIAL PATTERNS//UTILITY MINING
2502 3431 ROUGH SETS//ROUGH SET//FORMAL CONCEPT ANALYSIS
2567 3236 BAYESIAN NETWORKS//FUZZY COGNITIVE MAPS//CONDITIONAL INDEPENDENCE
2650 2983 FUZZY CLUSTERING//CLUSTER VALIDITY//SUBSPACE CLUSTERING
3183 1616 ARTIFICIAL ADAPTIVE SYSTEMS//THEORY MED//NEURAL NETWORKS COMPUTER

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 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoS category 9665 22% 44% 39588
2 FUZZY SETS AND SYSTEMS Journal 1296 39% 3% 2644
3 INTERNATIONAL JOURNAL OF APPROXIMATE REASONING Journal 1004 68% 1% 879
4 EXPERT SYSTEMS WITH APPLICATIONS Journal 889 28% 3% 2699
5 INFORMATION SCIENCES Journal 873 33% 2% 2161
6 IEEE TRANSACTIONS ON NEURAL NETWORKS Journal 636 41% 1% 1192
7 NEUROCOMPUTING Journal 574 26% 2% 1918
8 IEEE TRANSACTIONS ON FUZZY SYSTEMS Journal 550 49% 1% 828
9 KNOWLEDGE-BASED SYSTEMS Journal 549 44% 1% 954
10 DATA MINING Author keyword 504 18% 3% 2551

Web of Science journal categories


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 Computer Science, Artificial Intelligence 9665 22% 44% 39588

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 DATA MINING 504 18% 3% 2551 Search DATA+MINING Search DATA+MINING
2 FEATURE SELECTION 325 23% 1% 1257 Search FEATURE+SELECTION Search FEATURE+SELECTION
3 ROUGH SETS 259 35% 1% 611 Search ROUGH+SETS Search ROUGH+SETS
4 NEURAL NETWORKS 249 11% 2% 2151 Search NEURAL+NETWORKS Search NEURAL+NETWORKS
5 MACHINE LEARNING 233 15% 2% 1417 Search MACHINE+LEARNING Search MACHINE+LEARNING
6 RECOMMENDER SYSTEMS 207 39% 0% 416 Search RECOMMENDER+SYSTEMS Search RECOMMENDER+SYSTEMS
7 COLLABORATIVE FILTERING 204 35% 1% 470 Search COLLABORATIVE+FILTERING Search COLLABORATIVE+FILTERING
8 FUZZY MEASURE 187 56% 0% 231 Search FUZZY+MEASURE Search FUZZY+MEASURE
9 CLUSTERING 182 12% 2% 1469 Search CLUSTERING Search CLUSTERING
10 BAYESIAN NETWORKS 178 28% 1% 549 Search BAYESIAN+NETWORKS Search BAYESIAN+NETWORKS

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 AGGREGATION OPERATORS 728 70% 1% 609
2 CLASSIFIERS 550 38% 1% 1151
3 NEURAL NETWORKS 483 15% 3% 2987
4 PREFERENCE RELATIONS 395 70% 0% 331
5 OWA OPERATORS 384 75% 0% 280
6 ATTRIBUTE REDUCTION 291 78% 0% 192
7 BANKRUPTCY PREDICTION 254 68% 0% 222
8 LEARNING ALGORITHMS 251 51% 0% 351
9 INFORMATION RETRIEVAL 246 32% 1% 645
10 ASSOCIATION RULES 235 49% 0% 353

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 FUZZY SETS AND SYSTEMS 1296 39% 3% 2644
2 INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 1004 68% 1% 879
3 EXPERT SYSTEMS WITH APPLICATIONS 889 28% 3% 2699
4 INFORMATION SCIENCES 873 33% 2% 2161
5 IEEE TRANSACTIONS ON NEURAL NETWORKS 636 41% 1% 1192
6 NEUROCOMPUTING 574 26% 2% 1918
7 IEEE TRANSACTIONS ON FUZZY SYSTEMS 550 49% 1% 828
8 KNOWLEDGE-BASED SYSTEMS 549 44% 1% 954
9 INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 471 48% 1% 713
10 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 470 62% 1% 482

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions 2005 1555 31 87%
Trends in extreme learning machines: A review 2015 11 163 69%
A tutorial on support vector regression 2004 1445 20 70%
On multi-granular fuzzy linguistic modeling in group decision making problems: A systematic review and future trends 2015 6 48 92%
Machine learning in automated text categorization 2002 1631 33 94%
A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data 2015 7 48 73%
Learning from Imbalanced Data 2009 450 37 84%
Survey of clustering algorithms 2005 1045 154 49%
Performance assessment of multiobjective optimizers: An analysis and review 2003 893 8 75%
Deep learning in neural networks: An overview 2015 10 288 43%

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 COMP SCI TECHNOL 222 13% 1.7% 1544
2 COMPUTAT INTELLIGENCE 188 51% 0.3% 261
3 COMP ENGN 184 11% 1.8% 1644
4 MACHINE INTELLIGENCE 175 56% 0.2% 213
5 INFORMAT MANAGEMENT 134 12% 1.1% 1029
6 COMP SCI ARTIFICIAL INTELLIGENCE 132 23% 0.6% 500
7 COMPUTAT INTELLIGENCE CHINESE INFORMAT 113 81% 0.1% 68
8 PLICAT FUZZY MODELING 87 61% 0.1% 92
9 GRANULAR COMP 82 88% 0.0% 38
10 SECCIO MATEMAT INFORMAT 81 96% 0.0% 25

Related classes at same level (level 3)


Rank Relatedness score Related classes
1 0.0000003798 ARTIFICIAL INTELLIGENCE//ICCA JOURNAL//ICGA JOURNAL
2 0.0000002239 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//PATTERN RECOGNITION
3 0.0000002016 JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE//AUTOMATION IN CONSTRUCTION//JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
4 0.0000001476 OPERATIONS RESEARCH & MANAGEMENT SCIENCE//EUROPEAN JOURNAL OF OPERATIONAL RESEARCH//MATHEMATICAL PROGRAMMING
5 0.0000001365 SYSTEM DYNAMICS REVIEW//SYSTEMS RESEARCH AND BEHAVIORAL SCIENCE//CRITICAL SYSTEMS THINKING
6 0.0000001287 STATISTICS & PROBABILITY//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS//STAT
7 0.0000001272 INFORMATION SCIENCE & LIBRARY SCIENCE//JOURNAL OF ACADEMIC LIBRARIANSHIP//COLLEGE & RESEARCH LIBRARIES
8 0.0000001270 ROBOTICS//INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH//ROBOTICA
9 0.0000001252 AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//INTERNATIONAL JOURNAL OF CONTROL
10 0.0000001206 INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE//IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS//CARTOGRAPHIC JOURNAL