Class information for:
Level 2: ADAPTIVE RESONANCE THEORY//FUZZY ARTMAP//ARTMAP

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
3580 1288 26.1 39%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
3580 2             ADAPTIVE RESONANCE THEORY//FUZZY ARTMAP//ARTMAP 1288
15865 1                   ADAPTIVE RESONANCE THEORY//FUZZY ARTMAP//ARTMAP 687
30456 1                   MEDICAL IMAGE RECOGNITION//INTEGRATED SENSORY INTELLIGENT SYSTEM//SECCIO INTELLIGENCIA ARTIFICIAL 168
32943 1                   BANKNOTE RECOGNITION//CAMOUFLAGE MATERIALS//PAPER CURRENCY RECOGNITION 132
34894 1                   BELBIC//BRAIN EMOTIONAL LEARNING//ISRG 105
34970 1                   KNOWLEDGE INSTINCT//NEURAL MODELING FIELDS//COGNITIVE DISSONANCES 104
35748 1                   EYE HAND TRACKING//ACTIVITAS NERVOSA SUPERIOR//CARDIAC PHASE AND TRACKING ERRORS 92

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ADAPTIVE RESONANCE THEORY authKW 774944 6% 45% 73
2 FUZZY ARTMAP authKW 551652 4% 48% 48
3 ARTMAP authKW 370387 2% 63% 25
4 DYNAMIC DECAY ADJUSTMENT authKW 213353 1% 100% 9
5 KNOWLEDGE INSTINCT authKW 213353 1% 100% 9
6 BANKNOTE RECOGNITION authKW 192016 1% 90% 9
7 CATEGORY PROLIFERATION authKW 168574 1% 89% 8
8 ADAPTIVE RESONANCE THEORY ART authKW 143068 1% 46% 13
9 GRNNFA authKW 142236 0% 100% 6
10 BELBIC authKW 116700 1% 62% 8

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Artificial Intelligence 30112 40% 0% 514
2 Computer Science, Cybernetics 1420 3% 0% 41
3 Neurosciences 1006 18% 0% 235
4 Engineering, Electrical & Electronic 989 18% 0% 235
5 Computer Science, Theory & Methods 952 8% 0% 104
6 Robotics 533 2% 0% 25
7 Computer Science, Information Systems 482 6% 0% 72
8 Computer Science, Interdisciplinary Applications 469 6% 0% 74
9 Automation & Control Systems 386 4% 0% 51
10 Psychology, Biological 358 2% 0% 26

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ISRG 96793 1% 58% 7
2 AD T SYST 43653 2% 8% 23
3 FIRE SAFETY DISASTER PREVENT GRP 42139 0% 44% 4
4 COGNIT NEURAL SYST 35882 2% 6% 26
5 PINTURA CONSERVACIO TAURACIO 31607 0% 67% 2
6 SECCIO INTELLIGENCIA ARTIFICIAL 31607 0% 67% 2
7 ABT BIOMED FO HK 23706 0% 100% 1
8 AD T SYST 111 CUMMINGTON ST 23706 0% 100% 1
9 AI BRAIN 23706 0% 100% 1
10 ASIAN INTELLIGENT BLDG 23706 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 NEURAL NETWORKS 86174 8% 3% 107
2 ACTIVITAS NERVOSA SUPERIOR 26912 3% 3% 33
3 IEEE TRANSACTIONS ON NEURAL NETWORKS 25686 4% 2% 56
4 NEUROCOMPUTING 5875 4% 1% 49
5 INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 4851 2% 1% 23
6 PHYSICS OF LIFE REVIEWS 4078 0% 3% 5
7 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 3664 4% 0% 51
8 NEURAL PROCESSING LETTERS 3478 1% 1% 12
9 NEURAL COMPUTING & APPLICATIONS 3251 1% 1% 18
10 HOMEOSTASIS IN HEALTH AND DISEASE 2833 0% 2% 6

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 ADAPTIVE RESONANCE THEORY 774944 6% 45% 73 Search ADAPTIVE+RESONANCE+THEORY Search ADAPTIVE+RESONANCE+THEORY
2 FUZZY ARTMAP 551652 4% 48% 48 Search FUZZY+ARTMAP Search FUZZY+ARTMAP
3 ARTMAP 370387 2% 63% 25 Search ARTMAP Search ARTMAP
4 DYNAMIC DECAY ADJUSTMENT 213353 1% 100% 9 Search DYNAMIC+DECAY+ADJUSTMENT Search DYNAMIC+DECAY+ADJUSTMENT
5 KNOWLEDGE INSTINCT 213353 1% 100% 9 Search KNOWLEDGE+INSTINCT Search KNOWLEDGE+INSTINCT
6 BANKNOTE RECOGNITION 192016 1% 90% 9 Search BANKNOTE+RECOGNITION Search BANKNOTE+RECOGNITION
7 CATEGORY PROLIFERATION 168574 1% 89% 8 Search CATEGORY+PROLIFERATION Search CATEGORY+PROLIFERATION
8 ADAPTIVE RESONANCE THEORY ART 143068 1% 46% 13 Search ADAPTIVE+RESONANCE+THEORY+ART Search ADAPTIVE+RESONANCE+THEORY+ART
9 GRNNFA 142236 0% 100% 6 Search GRNNFA Search GRNNFA
10 BELBIC 116700 1% 62% 8 Search BELBIC Search BELBIC

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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 ZHANG, YQ , JI, HB , ZHANG, WB , (2014) TPPFAM: USE OF THRESHOLD AND POSTERIOR PROBABILITY FOR CATEGORY REDUCTION IN FUZZY ARTMAP.NEUROCOMPUTING. VOL. 124. ISSUE . P. 63 -71 20 91% 6
2 PERLOVSKY, L , (2011) COMPUTATIONAL INTELLIGENCE APPLICATIONS FOR DEFENSE.IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE. VOL. 6. ISSUE 1. P. 20-29 24 75% 2
3 PERLOVSKY, L , (2011) LANGUAGE AND COGNITION INTERACTION NEURAL MECHANISMS.COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE. VOL. . ISSUE . P. - 27 64% 2
4 SASU, LM , ANDONIE, R , (2013) BAYESIAN ARTMAP FOR REGRESSION.NEURAL NETWORKS. VOL. 46. ISSUE . P. 23-31 19 79% 1
5 CARPENTER, GA , GADDAM, SC , (2010) BIASED ART: A NEURAL ARCHITECTURE THAT SHIFTS ATTENTION TOWARD PREVIOUSLY DISREGARDED FEATURES FOLLOWING AN INCORRECT PREDICTION.NEURAL NETWORKS. VOL. 23. ISSUE 3. P. 435-451 15 94% 12
6 KABURLASOS, VG , PETRIDIS, V , (2000) FUZZY LATTICE NEUROCOMPUTING (FLN) MODELS.NEURAL NETWORKS. VOL. 13. ISSUE 10. P. 1145 -1170 26 62% 72
7 SIT, WY , MAK, LO , NG, GW , (2009) MANAGING CATEGORY PROLIFERATION IN FUZZY ARTMAP CAUSED BY OVERLAPPING CLASSES.IEEE TRANSACTIONS ON NEURAL NETWORKS. VOL. 20. ISSUE 8. P. 1244 -1253 13 100% 1
8 OLIVERA, S , CARPENTER, GA , (2012) SELF-ORGANIZING ARTMAP RULE DISCOVERY.NEURAL NETWORKS. VOL. 25. ISSUE . P. 161 -177 15 75% 1
9 GROSSBERG, S , (2003) THE BRAIN'S COGNITIVE DYNAMICS: THE LINK BETWEEN LEARNING, ATTENTION, RECOGNITION, AND CONSCIOUSNESS.KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS. VOL. 2773. ISSUE . P. 5-12 27 53% 3
10 RADIL, T , (1991) PSYCHOPHYSIOLOGY IN CZECHOSLOVAKIA.PHYSIOLOGICAL RESEARCH. VOL. 40. ISSUE 2. P. 195-206 33 67% 0

Classes with closest relation at Level 2


Rank Class id link
1 2769 SELF ORGANIZING MAP//PRINCIPAL CURVES//PRINCIPAL POINTS
2 695 IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE//NEURAL NETWORKS
3 3439 SYSTEMAL METHOD//NEURAL NETWORKS COMPUTER//THEORY MED
4 4123 INTELLIGENT PRODUCT SUPPORT//ELECTRONIC ASSEMBLIES COMPONENT SELECTION//GREAT EAGLE 25F
5 235 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//MACHINE LEARNING
6 2413 CHARACTER RECOGNITION//HANDWRITING RECOGNITION//INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION
7 3600 NEUROQUANTOLOGY//COMPUTAT NEURODYNAM//MACHINE CONSCIOUSNESS
8 1047 ICCA JOURNAL//REINFORCEMENT LEARNING//ICGA JOURNAL
9 2809 FUZZY TIME SERIES//JOURNAL OF GREY SYSTEM//GM1 1 MODEL
10 3678 ROBOT SELECTION//NON TRADITIONAL MACHINING PROCESS//NONCONTACT HANDLING

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