Class information for:
Level 1: RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS

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
20414 1                   RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS 484

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 RULE EXTRACTION authKW 1946760 17% 36% 84
2 KNOWLEDGE INSERTION authKW 195349 1% 100% 3
3 RULE EXTRACTION FROM NEURAL NETWORKS authKW 146510 1% 75% 3
4 B2B SALES FORECASTING authKW 130233 0% 100% 2
5 CLASSIFICATION EXPLANATION authKW 130233 0% 100% 2
6 ELE OTECHNOL MET address 130233 0% 100% 2
7 HYBRID RULE BASES authKW 130233 0% 100% 2
8 LOGICAL RULE EXTRACTION authKW 130233 0% 100% 2
9 M OF N RULES authKW 130233 0% 100% 2
10 MODEL COMPREHENSIBILITY authKW 130233 0% 100% 2

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 25280 60% 0% 289
2 Computer Science, Theory & Methods 1413 15% 0% 74
3 Computer Science, Information Systems 1042 13% 0% 61
4 Computer Science, Cybernetics 643 4% 0% 17
5 Engineering, Electrical & Electronic 540 21% 0% 104
6 Operations Research & Management Science 439 7% 0% 35
7 Computer Science, Hardware & Architecture 335 5% 0% 24
8 Computer Science, Interdisciplinary Applications 292 7% 0% 35
9 Medical Informatics 238 3% 0% 14
10 Computer Science, Software Engineering 122 4% 0% 20

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ELE OTECHNOL MET 130233 0% 100% 2
2 COMP METHODS 91152 1% 20% 7
3 D INGN CIENCIA COMPUTADO 86820 0% 67% 2
4 NEUROCOMP 73252 1% 38% 3
5 BSC COMP SCI PROGRAM 65116 0% 100% 1
6 CHH SHAHU BUSINESS EDUC 65116 0% 100% 1
7 CIENCIAS EXATAS AMBIENTAIS TECNOL CEATEC 65116 0% 100% 1
8 CISMG 65116 0% 100% 1
9 COMP RUCTOR PREPARAT 65116 0% 100% 1
10 CONTROL INTELLIGENT SYST ENGN 65116 0% 100% 1

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON NEURAL NETWORKS 24540 7% 1% 33
2 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 6594 8% 0% 41
3 STUDIES IN HEALTH TECHNOLOGY AND INFORMATICS 5142 1% 2% 5
4 NEURAL NETWORKS 5139 3% 0% 16
5 APPLIED INTELLIGENCE 5016 2% 1% 10
6 NEURAL COMPUTING & APPLICATIONS 4388 3% 1% 13
7 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 3236 2% 1% 10
8 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2968 2% 0% 12
9 MEDICAL INFORMATICS AND THE INTERNET IN MEDICINE 2772 1% 1% 3
10 IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE 2720 1% 1% 3

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 RULE EXTRACTION 1946760 17% 36% 84 Search RULE+EXTRACTION Search RULE+EXTRACTION
2 KNOWLEDGE INSERTION 195349 1% 100% 3 Search KNOWLEDGE+INSERTION Search KNOWLEDGE+INSERTION
3 RULE EXTRACTION FROM NEURAL NETWORKS 146510 1% 75% 3 Search RULE+EXTRACTION+FROM+NEURAL+NETWORKS Search RULE+EXTRACTION+FROM+NEURAL+NETWORKS
4 B2B SALES FORECASTING 130233 0% 100% 2 Search B2B+SALES+FORECASTING Search B2B+SALES+FORECASTING
5 CLASSIFICATION EXPLANATION 130233 0% 100% 2 Search CLASSIFICATION+EXPLANATION Search CLASSIFICATION+EXPLANATION
6 HYBRID RULE BASES 130233 0% 100% 2 Search HYBRID+RULE+BASES Search HYBRID+RULE+BASES
7 LOGICAL RULE EXTRACTION 130233 0% 100% 2 Search LOGICAL+RULE+EXTRACTION Search LOGICAL+RULE+EXTRACTION
8 M OF N RULES 130233 0% 100% 2 Search M+OF+N+RULES Search M+OF+N+RULES
9 MODEL COMPREHENSIBILITY 130233 0% 100% 2 Search MODEL+COMPREHENSIBILITY Search MODEL+COMPREHENSIBILITY
10 MODEL EXPLANATION 130233 0% 100% 2 Search MODEL+EXPLANATION Search MODEL+EXPLANATION

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 10662 SYSTEMATICITY//RECURRENT NEURAL NETWORKS//CONNECTIONISM
2 22920 NUMERICAL ATTRIBUTES//SUPERVISED DISCRETIZATION//DISCRETIZATION
3 36347 DYNAMIC NETWORK ARCHITECTURE//KOHONEN NODES//INFORMAT POLICY STUDIES
4 7268 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//IEEE TRANSACTIONS ON NEURAL NETWORKS
5 2045 FUZZY MODELING//IEEE TRANSACTIONS ON FUZZY SYSTEMS//INTERPRETABILITY
6 29317 PAPER CAPILLARY PERMEATION ADSORPTION//GREAT EAGLE 25F//MANUFACTURING SURFACES
7 15963 DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES
8 38581 EXPERT SYSTEM BUILDING TOOLS//PAN STAGE MODELS//APPLICATION OF EXPERT SYSTEM BUILDING TOOLS
9 31330 INT WEB INTELLIGENCE CONSORTIUM WIC//CYBER I//CYBER INDIVIDUAL
10 14666 SURVIVAL TREE//DECISION TREE//RECURSIVE PARTITIONING

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