Class information for:
Level 3: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//ROUGH SETS

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
148 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//ROUGH SETS 65230
464 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//SUPPORT VECTOR MACHINE 16171
472 2             IEEE TRANSACTIONS ON NEURAL NETWORKS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//EXTREME LEARNING MACHINE 16106
1215 2             ROUGH SETS//DATA MINING//ASSOCIATION RULES 9433
1246 2             FALSE DISCOVERY RATE//GENE SELECTION//TOXICOGENOMICS 9226
1448 2             GLOBAL EXPONENTIAL STABILITY//CELLULAR NEURAL NETWORKS//TIME VARYING DELAY 8088
2457 2             FUZZY CLUSTERING//FUZZY C MEANS//CLUSTERING 4254
3312 2             DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES 1952

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 1587475 41% 13% 26725
2 IEEE TRANSACTIONS ON NEURAL NETWORKS journal 378744 2% 52% 1509
3 ROUGH SETS authKW 378415 2% 71% 1105
4 DATA MINING authKW 357802 4% 30% 2490
5 NEUROCOMPUTING journal 353718 4% 27% 2751
6 NEURAL NETWORKS authKW 288667 6% 16% 3756
7 FEATURE SELECTION authKW 243220 2% 35% 1465
8 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE journal 213871 4% 17% 2728
9 MACHINE LEARNING journal 166465 1% 52% 662
10 SUPPORT VECTOR MACHINE authKW 160907 3% 21% 1631

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 1587475 41% 13% 26725
2 Computer Science, Theory & Methods 106390 12% 3% 7574
3 Computer Science, Information Systems 95959 11% 3% 6872
4 Engineering, Electrical & Electronic 57074 19% 1% 12635
5 Mathematical & Computational Biology 39583 5% 3% 3155
6 Operations Research & Management Science 33261 6% 2% 3618
7 Computer Science, Interdisciplinary Applications 26391 6% 2% 3944
8 Statistics & Probability 20862 5% 2% 3177
9 Computer Science, Cybernetics 18591 2% 4% 1092
10 Automation & Control Systems 17751 4% 2% 2501

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMP SCI 127258 10% 4% 6712
2 COMP SCI ENGN 56147 3% 6% 2180
3 COMP SCI TECHNOL 46249 2% 8% 1300
4 MACHINE INTELLIGENCE UNIT 30329 0% 38% 169
5 COMP ENGN 27548 2% 6% 1105
6 COMPUTAT INTELLIGENCE CHINESE INFORMAT 27137 0% 69% 82
7 INFORMAT SYST SCI 20662 0% 29% 148
8 GRANULAR COMP 20255 0% 86% 49
9 INFORMAT MANAGEMENT 18486 1% 6% 636
10 AUTOMAT 17589 1% 4% 895

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON NEURAL NETWORKS 378744 2% 52% 1509
2 NEUROCOMPUTING 353718 4% 27% 2751
3 NEURAL NETWORKS 256139 2% 41% 1314
4 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 213871 4% 17% 2728
5 MACHINE LEARNING 166465 1% 52% 662
6 EXPERT SYSTEMS WITH APPLICATIONS 133532 3% 16% 1759
7 NEURAL PROCESSING LETTERS 125917 1% 50% 522
8 JOURNAL OF MACHINE LEARNING RESEARCH 99933 1% 36% 584
9 NEURAL COMPUTING & APPLICATIONS 84383 1% 27% 665
10 INTELLIGENT DATA ANALYSIS 78353 0% 50% 325

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 ROUGH SETS 378415 2% 71% 1105 Search ROUGH+SETS Search ROUGH+SETS
2 DATA MINING 357802 4% 30% 2490 Search DATA+MINING Search DATA+MINING
3 NEURAL NETWORKS 288667 6% 16% 3756 Search NEURAL+NETWORKS Search NEURAL+NETWORKS
4 FEATURE SELECTION 243220 2% 35% 1465 Search FEATURE+SELECTION Search FEATURE+SELECTION
5 SUPPORT VECTOR MACHINE 160907 3% 21% 1631 Search SUPPORT+VECTOR+MACHINE Search SUPPORT+VECTOR+MACHINE
6 GLOBAL EXPONENTIAL STABILITY 155335 1% 82% 393 Search GLOBAL+EXPONENTIAL+STABILITY Search GLOBAL+EXPONENTIAL+STABILITY
7 CELLULAR NEURAL NETWORKS 143887 1% 77% 390 Search CELLULAR+NEURAL+NETWORKS Search CELLULAR+NEURAL+NETWORKS
8 CLUSTERING 128319 2% 17% 1565 Search CLUSTERING Search CLUSTERING
9 EXTREME LEARNING MACHINE 123714 1% 55% 468 Search EXTREME+LEARNING+MACHINE Search EXTREME+LEARNING+MACHINE
10 CLASSIFICATION 117665 4% 11% 2305 Search CLASSIFICATION Search CLASSIFICATION

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 3


rank cluster_id2 link
1 229 FUZZY SETS AND SYSTEMS//JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT//JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE
2 37 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
3 462 VIDEO CODING//SPEECH COMMUNICATION//SPEECH ENHANCEMENT
4 505 PSYCHOLOGY, MATHEMATICAL//APPLIED PSYCHOLOGICAL MEASUREMENT//PSYCHOMETRIKA
5 31 COMPUTER SCIENCE, SOFTWARE ENGINEERING//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
6 667 FRACTIONAL FOURIER TRANSFORM//FAULT DIAGNOSIS//MECHANICAL SYSTEMS AND SIGNAL PROCESSING
7 23 STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
8 151 AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//INTERNATIONAL JOURNAL OF CONTROL
9 399 COMPLEX NETWORKS//PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS//ECONOPHYSICS
10 393 METABOLOMICS//METABONOMICS//ATP SYNTHASE

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