Class information for:
Level 1: ROUGH SETS//ATTRIBUTE REDUCTION//ROUGH SET THEORY

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
1215 2             ROUGH SETS//DATA MINING//ASSOCIATION RULES 9433
1031 1                   ROUGH SETS//ATTRIBUTE REDUCTION//ROUGH SET THEORY 2923

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ROUGH SETS authKW 6597477 33% 63% 974
2 ATTRIBUTE REDUCTION authKW 1663076 7% 81% 190
3 ROUGH SET THEORY authKW 1223586 8% 51% 224
4 GRANULAR COMPUTING authKW 1129826 6% 57% 184
5 FUZZY ROUGH SETS authKW 1100550 4% 79% 129
6 APPROXIMATION OPERATORS authKW 663279 3% 83% 74
7 DECISION THEORETIC ROUGH SETS authKW 506684 2% 100% 47
8 THREE WAY DECISIONS authKW 468638 2% 91% 48
9 GRANULAR COMP address 417776 2% 82% 47
10 INCOMPLETE INFORMATION SYSTEM authKW 393948 1% 89% 41

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 107396 50% 1% 1467
2 Computer Science, Information Systems 18628 21% 0% 620
3 Computer Science, Theory & Methods 9740 16% 0% 476
4 Computer Science, Software Engineering 5579 10% 0% 306
5 Mathematics, Applied 3911 16% 0% 454
6 Computer Science, Cybernetics 1711 2% 0% 69
7 Operations Research & Management Science 1468 6% 0% 161
8 Computer Science, Interdisciplinary Applications 1026 6% 0% 166
9 Statistics & Probability 372 3% 0% 96
10 Automation & Control Systems 265 2% 0% 70

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 GRANULAR COMP 417776 2% 82% 47
2 COMPUTAT INTELLIGENCE CHINESE INFORMAT 254416 2% 45% 53
3 CHONGQING COMPUTAT INTELLIGENCE 71253 1% 29% 23
4 MATH COMP AIDED SCI 64683 0% 100% 6
5 ENVIRONM POLICY OURCE MANAGEMENT 57475 1% 33% 16
6 BIG DATA MIN PLICAT 53903 0% 100% 5
7 MATH PHYS INFORMAT SCI 50982 1% 15% 31
8 THEORET PL INFORMAT 45179 1% 17% 25
9 INFORMAT SYST AUDITING EXPT 43122 0% 100% 4
10 INTELLIGENT PERCEPT SYST HIGH DIMENS IN 42533 1% 26% 15

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 FUNDAMENTA INFORMATICAE 307162 9% 11% 260
2 INFORMATION SCIENCES 168100 12% 4% 350
3 INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 148184 5% 9% 146
4 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 94198 13% 2% 380
5 KNOWLEDGE-BASED SYSTEMS 71530 5% 5% 140
6 INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS 63720 2% 11% 55
7 JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 21635 3% 3% 77
8 INTERNATIONAL JOURNAL OF GENERAL SYSTEMS 16532 1% 4% 41
9 INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 14877 2% 3% 47
10 SOFT COMPUTING 10439 2% 2% 49

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 ROUGH SETS 6597477 33% 63% 974 Search ROUGH+SETS Search ROUGH+SETS
2 ATTRIBUTE REDUCTION 1663076 7% 81% 190 Search ATTRIBUTE+REDUCTION Search ATTRIBUTE+REDUCTION
3 ROUGH SET THEORY 1223586 8% 51% 224 Search ROUGH+SET+THEORY Search ROUGH+SET+THEORY
4 GRANULAR COMPUTING 1129826 6% 57% 184 Search GRANULAR+COMPUTING Search GRANULAR+COMPUTING
5 FUZZY ROUGH SETS 1100550 4% 79% 129 Search FUZZY+ROUGH+SETS Search FUZZY+ROUGH+SETS
6 APPROXIMATION OPERATORS 663279 3% 83% 74 Search APPROXIMATION+OPERATORS Search APPROXIMATION+OPERATORS
7 DECISION THEORETIC ROUGH SETS 506684 2% 100% 47 Search DECISION+THEORETIC+ROUGH+SETS Search DECISION+THEORETIC+ROUGH+SETS
8 THREE WAY DECISIONS 468638 2% 91% 48 Search THREE+WAY+DECISIONS Search THREE+WAY+DECISIONS
9 INCOMPLETE INFORMATION SYSTEM 393948 1% 89% 41 Search INCOMPLETE+INFORMATION+SYSTEM Search INCOMPLETE+INFORMATION+SYSTEM
10 APPROXIMATION SPACE 392496 2% 58% 63 Search APPROXIMATION+SPACE Search APPROXIMATION+SPACE

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 12438 FORMAL CONCEPT ANALYSIS//CONCEPT LATTICE//FORMAL CONTEXT
2 22920 NUMERICAL ATTRIBUTES//SUPERVISED DISCRETIZATION//DISCRETIZATION
3 8844 FEATURE SELECTION//UNSUPERVISED FEATURE SELECTION//FEATURE RANKING
4 34809 FUZZY BAGS//THEORY OF BAGS//IC BAGS
5 32363 LOGICAL ANALYSIS OF DATA//LOGICAL ANALYSIS OF DATA LAD//MONOTONE CLASSIFICATION
6 31330 INT WEB INTELLIGENCE CONSORTIUM WIC//CYBER I//CYBER INDIVIDUAL
7 30461 TESTOR THEORY//GUHA METHOD//GUHA
8 4633 SOFT SET//SOFT SETS//FUZZY SUBGROUP
9 30175 CINIS GRP//INVERTED BETA LOSS FUNCTION//ADVANCE PRODUCT QUALITY PLANNING
10 7216 FUZZY CLUSTERING//FUZZY C MEANS//CLUSTER VALIDITY

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