Class information for:
Level 1: ADAPTIVE RESONANCE THEORY//ARTMAP//FUZZY ARTMAP

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
472 2             IEEE TRANSACTIONS ON NEURAL NETWORKS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//EXTREME LEARNING MACHINE 16106
16716 1                   ADAPTIVE RESONANCE THEORY//ARTMAP//FUZZY ARTMAP 665

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ADAPTIVE RESONANCE THEORY authKW 1747405 12% 47% 78
2 ARTMAP authKW 800913 4% 65% 26
3 FUZZY ARTMAP authKW 758230 6% 40% 40
4 ADAPTIVE RESONANCE THEORY ART authKW 380818 2% 54% 15
5 CATEGORY PROLIFERATION authKW 337011 1% 89% 8
6 DYNAMIC DECAY ADJUSTMENT authKW 337011 1% 89% 8
7 AD T SYST address 231916 6% 13% 38
8 ADAPTIVE RESONANCE authKW 202200 1% 53% 8
9 ATTENTIONAL SHROUD authKW 151654 1% 80% 4
10 GATED DIPOLE authKW 151654 1% 80% 4

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 20898 46% 0% 309
2 Neurosciences 953 24% 0% 157
3 Engineering, Electrical & Electronic 661 20% 0% 136
4 Computer Science, Theory & Methods 630 9% 0% 60
5 Computer Science, Cybernetics 578 3% 0% 19
6 Psychology, Biological 349 3% 0% 18
7 Robotics 319 2% 0% 14
8 Automation & Control Systems 280 5% 0% 31
9 Computer Science, Interdisciplinary Applications 209 5% 0% 36
10 Computer Science, Information Systems 186 5% 0% 33

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 AD T SYST 231916 6% 13% 38
2 COGNIT NEURAL SYST 140365 6% 8% 37
3 EXCELLENCE LEARNING EDUC SCI TECHNOL 133795 2% 24% 12
4 PROGRAM COGNIT NEURAL SYST 126369 1% 33% 8
5 AD T SYST MATH 94785 0% 100% 2
6 TRANSPORTAT LOGIST SYST ENGN 60930 0% 43% 3
7 AB KOGAN NEOROCYBERNET 47392 0% 100% 1
8 ABT BIOMED FO HK 47392 0% 100% 1
9 AD T SYST 111 CUMMINGTON ST 47392 0% 100% 1
10 AD T SYST BIOMED ENGN 47392 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 NEURAL NETWORKS 106041 13% 3% 85
2 IEEE TRANSACTIONS ON NEURAL NETWORKS 24935 6% 1% 39
3 NEURAL PROCESSING LETTERS 3684 1% 1% 9
4 NEUROCOMPUTING 3594 4% 0% 28
5 BEHAVIORAL AND BRAIN SCIENCES 3259 3% 0% 18
6 ITS JOURNAL 2490 0% 3% 2
7 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 2210 4% 0% 28
8 NEURAL COMPUTING & APPLICATIONS 1881 2% 0% 10
9 BIOLOGICAL CYBERNETICS 1248 1% 0% 9
10 LECTURE NOTES IN COMPUTER SCIENCE 1162 7% 0% 48

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 ADAPTIVE RESONANCE THEORY 1747405 12% 47% 78 Search ADAPTIVE+RESONANCE+THEORY Search ADAPTIVE+RESONANCE+THEORY
2 ARTMAP 800913 4% 65% 26 Search ARTMAP Search ARTMAP
3 FUZZY ARTMAP 758230 6% 40% 40 Search FUZZY+ARTMAP Search FUZZY+ARTMAP
4 ADAPTIVE RESONANCE THEORY ART 380818 2% 54% 15 Search ADAPTIVE+RESONANCE+THEORY+ART Search ADAPTIVE+RESONANCE+THEORY+ART
5 CATEGORY PROLIFERATION 337011 1% 89% 8 Search CATEGORY+PROLIFERATION Search CATEGORY+PROLIFERATION
6 DYNAMIC DECAY ADJUSTMENT 337011 1% 89% 8 Search DYNAMIC+DECAY+ADJUSTMENT Search DYNAMIC+DECAY+ADJUSTMENT
7 ADAPTIVE RESONANCE 202200 1% 53% 8 Search ADAPTIVE+RESONANCE Search ADAPTIVE+RESONANCE
8 ATTENTIONAL SHROUD 151654 1% 80% 4 Search ATTENTIONAL+SHROUD Search ATTENTIONAL+SHROUD
9 GATED DIPOLE 151654 1% 80% 4 Search GATED+DIPOLE Search GATED+DIPOLE
10 CONSTRUCTIVE TRAINING 142177 0% 100% 3 Search CONSTRUCTIVE+TRAINING Search CONSTRUCTIVE+TRAINING

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 36897 KNOWLEDGE INSTINCT//NEURAL MODELING FIELDS//COGNITIVE DISSONANCES
2 30827 HYPERSPECTRAL AIRBORNE IMAGES//INTEGRATED SENSORY INTELLIGENT SYSTEM//SECCIO INTELLIGENCIA ARTIFICIAL
3 23456 NEOCOGNITRON//MICROPOPULATION//DYNAMIC LINK MATCHING
4 29918 MORPHOLOGICAL NEURAL NETWORKS//LATTICE COMPUTING//MORPHOLOGICAL ASSOCIATIVE MEMORIES
5 7357 SELF ORGANIZING MAP//COMPETITIVE LEARNING//CLIN PSYCHOTHER Y
6 20414 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
7 36347 DYNAMIC NETWORK ARCHITECTURE//KOHONEN NODES//INFORMAT POLICY STUDIES
8 35934 EYE HAND TRACKING//ACTIVITAS NERVOSA SUPERIOR//CARDIAC PHASE AND TRACKING ERRORS
9 35777 CATASTROPHIC INTERFERENCE//CATASTROPHIC FORGETTING//PSEUDOREHEARSAL
10 33898 BELBIC//BRAIN EMOTIONAL LEARNING//BELFBIC

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