Class information for:
Level 1: MIN MAX MODULAR NEURAL NETWORK//NATIONAL VOTING//BRAIN OPERAT DEVICE

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
36337 82 19.0 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
235 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//MACHINE LEARNING 20237
36337 1                   MIN MAX MODULAR NEURAL NETWORK//NATIONAL VOTING//BRAIN OPERAT DEVICE 82

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 MIN MAX MODULAR NEURAL NETWORK authKW 1117158 4% 100% 3
2 NATIONAL VOTING authKW 1117158 4% 100% 3
3 BRAIN OPERAT DEVICE address 851165 5% 57% 4
4 CLASSIFIER AGENTS authKW 744772 2% 100% 2
5 MIN MAX MODULAR NETWORK authKW 744772 2% 100% 2
6 OUTPUT PARALLELISM authKW 744772 2% 100% 2
7 PATTERN DISTRIBUTOR authKW 744772 2% 100% 2
8 REDUCED PATTERN TRAINING authKW 744772 2% 100% 2
9 SPATIALLY LOCAL LEARNING authKW 744772 2% 100% 2
10 WEB INFORMAT SOCIAL MANAGEMENT address 744772 2% 100% 2

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 5094 65% 0% 53
2 Computer Science, Theory & Methods 915 29% 0% 24
3 Computer Science, Information Systems 104 10% 0% 8
4 Engineering, Electrical & Electronic 54 17% 0% 14
5 Computer Science, Cybernetics 52 2% 0% 2
6 Engineering, General 45 6% 0% 5
7 Computer Science, Interdisciplinary Applications 34 6% 0% 5
8 Automation & Control Systems 21 4% 0% 3
9 Computer Science, Software Engineering 16 4% 0% 3
10 Telecommunications 11 4% 0% 3

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 BRAIN OPERAT DEVICE 851165 5% 57% 4
2 WEB INFORMAT SOCIAL MANAGEMENT 744772 2% 100% 2
3 GENIE INFORMAT PROD 496513 2% 67% 2
4 GLOBAL ENGN PROGRAM INT STUDENTS 372386 1% 100% 1
5 INTERACT IMAGE INGN DECIS 372386 1% 100% 1
6 KNOWLEDGE ENGN DESIGN 372386 1% 100% 1
7 SILICON INTELLIGENCE 372386 1% 100% 1
8 WUXI PL TECHNOL 372384 2% 50% 2
9 ADV SCI TECHNOL EDUC 93095 1% 25% 1
10 HUNAN PROV NETWORK INFORMAT SECUR 93095 1% 25% 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 IEEE TRANSACTIONS ON NEURAL NETWORKS 10448 11% 0% 9
2 NEURAL PROCESSING LETTERS 6103 5% 0% 4
3 FRONTIERS OF COMPUTER SCIENCE IN CHINA 2355 1% 1% 1
4 INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 2319 5% 0% 4
5 LECTURE NOTES IN COMPUTER SCIENCE 1674 24% 0% 20
6 JOURNAL OF RESEARCH AND PRACTICE IN INFORMATION TECHNOLOGY 1583 1% 0% 1
7 ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 1308 4% 0% 3
8 APPLIED INTELLIGENCE 1209 2% 0% 2
9 PATTERN RECOGNITION LETTERS 1028 5% 0% 4
10 FRONTIERS OF COMPUTER SCIENCE 999 1% 0% 1

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 MIN MAX MODULAR NEURAL NETWORK 1117158 4% 100% 3 Search MIN+MAX+MODULAR+NEURAL+NETWORK Search MIN+MAX+MODULAR+NEURAL+NETWORK
2 NATIONAL VOTING 1117158 4% 100% 3 Search NATIONAL+VOTING Search NATIONAL+VOTING
3 CLASSIFIER AGENTS 744772 2% 100% 2 Search CLASSIFIER+AGENTS Search CLASSIFIER+AGENTS
4 MIN MAX MODULAR NETWORK 744772 2% 100% 2 Search MIN+MAX+MODULAR+NETWORK Search MIN+MAX+MODULAR+NETWORK
5 OUTPUT PARALLELISM 744772 2% 100% 2 Search OUTPUT+PARALLELISM Search OUTPUT+PARALLELISM
6 PATTERN DISTRIBUTOR 744772 2% 100% 2 Search PATTERN+DISTRIBUTOR Search PATTERN+DISTRIBUTOR
7 REDUCED PATTERN TRAINING 744772 2% 100% 2 Search REDUCED+PATTERN+TRAINING Search REDUCED+PATTERN+TRAINING
8 SPATIALLY LOCAL LEARNING 744772 2% 100% 2 Search SPATIALLY+LOCAL+LEARNING Search SPATIALLY+LOCAL+LEARNING
9 TASK DECOMPOSITION 529603 10% 18% 8 Search TASK+DECOMPOSITION Search TASK+DECOMPOSITION
10 MODULE COMBINATION 496513 2% 67% 2 Search MODULE+COMBINATION Search MODULE+COMBINATION

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 LIU, FZ , WANG, T , GUAN, SU , MAN, KL , (2015) NEURAL INCREMENTAL ATTRIBUTE LEARNING IN GROUPS.INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS. VOL. 8. ISSUE 3. P. 490 -501 8 89% 0
2 LI, J , LU, BL , ICHIKAWA, M , (2005) TYPICAL SAMPLE SELECTION AND REDUNDANCY REDUCTION FOR MIN-MAX MODULAR NETWORK WITH GZC FUNCTION.ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS. VOL. 3496. ISSUE . P. 467-472 4 100% 1
3 WANG, T , GUAN, SU , MAN, KL , PARK, JH , HSU, HH , (2015) OUTPUT EFFECT EVALUATION BASED ON INPUT FEATURES IN NEURAL INCREMENTAL ATTRIBUTE LEARNING FOR BETTER CLASSIFICATION PERFORMANCE.SYMMETRY-BASEL. VOL. 7. ISSUE 1. P. 53 -66 3 100% 0
4 LUO, J , LU, BL , (2006) GENDER RECOGNITION USING A MIN-MAX MODULAR SUPPORT VECTOR MACHINE WITH EQUAL CLUSTERING.ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 2, PROCEEDINGS. VOL. 3972. ISSUE . P. 210-215 3 100% 0
5 LI, J , LU, BL , ICHIKAWA, AM , (2005) AN ALGORITHM FOR PRUNING REDUNDANT MODULES IN MIN-MAX MODULAR NETWORK WITH GZC FUNCTION.ADVANCES IN NATURAL COMPUTATION, PT 1, PROCEEDINGS. VOL. 3610. ISSUE . P. 293 -302 4 67% 2
6 ISAHARA, H , WU, K , LU, BL , UTIYAMA, M , (2008) AN EMPIRICAL COMPARISON OF MIN-MAX-MODULAR K-NN WITH DIFFERENT VOTING METHODS TO LARGE-SCALE TEXT CATEGORIZATION.SOFT COMPUTING. VOL. 12. ISSUE 7. P. 647 -655 4 57% 5
7 GUAN, SU , ZHU, FM , (2005) A CLASS DECOMPOSITION APPROACH FOR GA-BASED CLASSIFIERS.ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. VOL. 18. ISSUE 3. P. 271-278 4 57% 3
8 ZHU, FM , GUAN, S , (2005) ORDERED INCREMENTAL TRAINING FOR GA-BASED CLASSIFIERS.PATTERN RECOGNITION LETTERS. VOL. 26. ISSUE 14. P. 2135-2151 5 45% 5
9 CHEN, L , TOKUDA, N , (2010) A UNIFIED FRAMEWORK FOR IMPROVING THE ACCURACY OF ALL HOLISTIC FACE IDENTIFICATION ALGORITHMS.ARTIFICIAL INTELLIGENCE REVIEW. VOL. 33. ISSUE 1-2. P. 107-122 4 50% 0
10 YANG, Y , LU, BL , (2005) STRUCTURE PRUNING STRATEGIES FOR MIN-MAX MODULAR NETWORK.ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS. VOL. 3496. ISSUE . P. 646 -651 3 75% 3

Classes with closest relation at Level 1


Rank Class id link
1 35191 LEAST COMMITMENT LEARNING//MEMORY BASED MODELING//PILLOWING DEFORMATION
2 19536 CONCEPT DRIFT//DATA STREAMS//DATA STREAM CLASSIFICATION
3 6790 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//ONLINE GRADIENT METHOD
4 24916 CHINESE WORD SEGMENTATION//TEXT CHUNKING//PARTIAL PARSING
5 37405 UNIVERSAL PSYCHOMETRICS//AESTHETICS THEORY//AGENT POLICY
6 21199 LEARNING CLASSIFIER SYSTEMS//XCS//CLASSIFIER SYSTEMS
7 23537 GENDER CLASSIFICATION//SOFT BIOMETRICS//GENDER RECOGNITION
8 35694 PARALLEL PIPELINE//ACTIVE VISION TECHNIQUES//ANALYTICAL GRAVITY FIELD MODEL
9 2578 SUPPORT VECTOR MACHINE//TWIN SUPPORT VECTOR MACHINE//MULTI CLASS CLASSIFICATION
10 36435 FARREROL//ACUPOINT STICKING THERAPY//BU FEI YI SHEN GRANULE

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