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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
211 51632 27.3 44%


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
695 2             IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE//NEURAL NETWORKS 13054
2216 2             ASSOCIATION RULES//DATA MINING//FREQUENT ITEMSETS 4819
2705 2             BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS 3336
2769 2             SELF ORGANIZING MAP//PRINCIPAL CURVES//PRINCIPAL POINTS 3152
2809 2             FUZZY TIME SERIES//JOURNAL OF GREY SYSTEM//GM1 1 MODEL 3073
3439 2             SYSTEMAL METHOD//NEURAL NETWORKS COMPUTER//THEORY MED 1542
3580 2             ADAPTIVE RESONANCE THEORY//FUZZY ARTMAP//ARTMAP 1288
3686 2             HASSE DIAGRAM//LOGICAL ANALYSIS OF DATA//HASSE DIAGRAM TECHNIQUE 1131

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 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 1502792 44% 11% 22951
2 IEEE TRANSACTIONS ON NEURAL NETWORKS journal 426188 3% 50% 1446
3 DATA MINING authKW 356566 4% 28% 2184
4 NEUROCOMPUTING journal 310240 4% 24% 2252
5 NEURAL NETWORKS journal 257968 2% 37% 1176
6 FEATURE SELECTION authKW 206793 2% 30% 1166
7 BLIND SOURCE SEPARATION authKW 192788 1% 61% 538
8 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE journal 176883 4% 14% 2241
9 SUPPORT VECTOR MACHINE authKW 162556 3% 20% 1432
10 MACHINE LEARNING journal 159806 1% 47% 580

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 1502792 44% 11% 22951
2 Computer Science, Theory & Methods 98573 13% 3% 6473
3 Computer Science, Information Systems 87456 11% 3% 5759
4 Engineering, Electrical & Electronic 64126 22% 1% 11559
5 Operations Research & Management Science 28242 6% 2% 2957
6 Computer Science, Cybernetics 25930 2% 4% 1124
7 Computer Science, Interdisciplinary Applications 20478 6% 1% 3081
8 Automation & Control Systems 16940 4% 2% 2128
9 Computer Science, Hardware & Architecture 12761 3% 2% 1591
10 Statistics & Probability 9991 4% 1% 2021

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 COMP SCI 105938 10% 4% 5396
2 COMP SCI ENGN 50236 3% 5% 1784
3 COMP SCI TECHNOL 29317 2% 6% 890
4 COMP ENGN 26830 2% 5% 947
5 NEURAL NETWORKS 23966 0% 52% 79
6 INFORMAT MANAGEMENT 18479 1% 6% 560
7 COMPUTAT INTELLIGENCE 16798 0% 22% 132
8 NOVEL SOFTWARE TECHNOL 15894 0% 32% 85
9 COMP SCI INFORMAT ENGN 15776 1% 5% 555
10 COMP SCI NUMER ANAL 15447 0% 42% 62

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 426188 3% 50% 1446
2 NEUROCOMPUTING 310240 4% 24% 2252
3 NEURAL NETWORKS 257968 2% 37% 1176
4 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 176883 4% 14% 2241
5 MACHINE LEARNING 159806 1% 47% 580
6 EXPERT SYSTEMS WITH APPLICATIONS 130429 3% 15% 1540
7 NEURAL PROCESSING LETTERS 116024 1% 45% 439
8 JOURNAL OF MACHINE LEARNING RESEARCH 114388 1% 35% 553
9 NEURAL COMPUTATION 113078 1% 28% 697
10 LECTURE NOTES IN COMPUTER SCIENCE 87186 7% 4% 3726

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 DATA MINING 356566 4% 28% 2184 Search DATA+MINING Search DATA+MINING
2 NEURAL NETWORKS 225614 6% 13% 2955 Search NEURAL+NETWORKS Search NEURAL+NETWORKS
3 FEATURE SELECTION 206793 2% 30% 1166 Search FEATURE+SELECTION Search FEATURE+SELECTION
4 BLIND SOURCE SEPARATION 192788 1% 61% 538 Search BLIND+SOURCE+SEPARATION Search BLIND+SOURCE+SEPARATION
5 SUPPORT VECTOR MACHINE 162556 3% 20% 1432 Search SUPPORT+VECTOR+MACHINE Search SUPPORT+VECTOR+MACHINE
6 ASSOCIATION RULES 132402 1% 53% 428 Search ASSOCIATION+RULES Search ASSOCIATION+RULES
7 EXTREME LEARNING MACHINE 124965 1% 56% 383 Search EXTREME+LEARNING+MACHINE Search EXTREME+LEARNING+MACHINE
8 CLUSTERING 117546 3% 16% 1310 Search CLUSTERING Search CLUSTERING
9 CLASSIFICATION 111351 4% 10% 1969 Search CLASSIFICATION Search CLASSIFICATION
10 MACHINE LEARNING 86729 2% 14% 1052 Search MACHINE+LEARNING Search MACHINE+LEARNING

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 HUANG, G , HUANG, GB , SONG, SJ , YOU, KY , (2015) TRENDS IN EXTREME LEARNING MACHINES: A REVIEW.NEURAL NETWORKS. VOL. 61. ISSUE . P. 32 -48 112 69% 149
2 HUANG, GB , WANG, DH , LAN, Y , (2011) EXTREME LEARNING MACHINES: A SURVEY.INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS. VOL. 2. ISSUE 2. P. 107 -122 57 89% 534
3 GARCIA, S , DERRAC, J , CANO, JR , HERRERA, F , (2012) PROTOTYPE SELECTION FOR NEAREST NEIGHBOR CLASSIFICATION: TAXONOMY AND EMPIRICAL STUDY.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 34. ISSUE 3. P. 417 -435 76 90% 137
4 WOZNIAK, M , GRANA, M , CORCHADO, E , (2014) A SURVEY OF MULTIPLE CLASSIFIER SYSTEMS AS HYBRID SYSTEMS.INFORMATION FUSION. VOL. 16. ISSUE . P. 3 -17 86 62% 112
5 CARRIZOSA, E , MORALES, DR , (2013) SUPERVISED CLASSIFICATION AND MATHEMATICAL OPTIMIZATION.COMPUTERS & OPERATIONS RESEARCH. VOL. 40. ISSUE 1. P. 150 -165 120 73% 14
6 GARCIA, S , LUENGO, J , HERRERA, F , (2016) TUTORIAL ON PRACTICAL TIPS OF THE MOST INFLUENTIAL DATA PREPROCESSING ALGORITHMS IN DATA MINING.KNOWLEDGE-BASED SYSTEMS. VOL. 98. ISSUE . P. 1 -29 90 79% 3
7 XU, R , WUNSCH, D , (2005) SURVEY OF CLUSTERING ALGORITHMS.IEEE TRANSACTIONS ON NEURAL NETWORKS. VOL. 16. ISSUE 3. P. 645 -678 81 52% 1522
8 DU, KL , (2010) CLUSTERING: A NEURAL NETWORK APPROACH.NEURAL NETWORKS. VOL. 23. ISSUE 1. P. 89 -107 103 73% 65
9 LOH, WY , (2014) FIFTY YEARS OF CLASSIFICATION AND REGRESSION TREES.INTERNATIONAL STATISTICAL REVIEW. VOL. 82. ISSUE 3. P. 329 -348 81 84% 19
10 BOLON-CANEDO, V , SANCHEZ-MARONO, N , ALONSO-BETANZOS, A , BENITEZ, JM , HERRERA, F , (2014) A REVIEW OF MICROARRAY DATASETS AND APPLIED FEATURE SELECTION METHODS.INFORMATION SCIENCES. VOL. 282. ISSUE . P. 111 -135 70 81% 44

Classes with closest relation at Level 3


Rank Class id link
1 624 BRITISH TELECOMMUNICATIONS ENGINEERING//IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING//SPEECH ENHANCEMENT
2 532 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//REINFORCEMENT LEARNING//ICCA JOURNAL
3 276 FUZZY SETS AND SYSTEMS//ALGEBRA UNIVERSALIS//ROUGH SETS
4 26 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING
5 377 TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//LATTICE RULES
6 90 MATHEMATICAL & COMPUTATIONAL BIOLOGY//BIOINFORMATICS//BMC BIOINFORMATICS
7 20 COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, SOFTWARE ENGINEERING
8 338 EEG//ZHURNAL VYSSHEI NERVNOI DEYATELNOSTI IMENI I P PAVLOVA//BRAIN COMPUTER INTERFACE
9 34 STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
10 265 ENGINEERING, MANUFACTURING//DISCRETE EVENT SYSTEMS//OPERATIONS RESEARCH & MANAGEMENT SCIENCE

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