Class information for:
Level 1: SMALL DATA SET//INTERIOR OUTER SET MODEL//SMALL DATA SET LEARNING

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
229 3       FUZZY SETS AND SYSTEMS//JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT//JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE 48651
3346 2             JOURNAL OF GREY SYSTEM//GREY SYSTEM//GM1 1 MODEL 1877
28211 1                   SMALL DATA SET//INTERIOR OUTER SET MODEL//SMALL DATA SET LEARNING 231

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SMALL DATA SET authKW 1894928 11% 56% 25
2 INTERIOR OUTER SET MODEL authKW 1091491 3% 100% 8
3 SMALL DATA SET LEARNING authKW 818619 3% 100% 6
4 POSSIBILITY PROBABILITY DISTRIBUTION authKW 701671 3% 86% 6
5 VIRTUAL SAMPLE GENERATION authKW 568483 2% 83% 5
6 IND INFORMAT MANAGEMENT address 528877 18% 9% 42
7 FUZZY RISK authKW 491166 3% 60% 6
8 COMP SCI COMP ENGN COMP EDUC address 409309 1% 100% 3
9 DATA CONSTRUCTION METHOD authKW 409309 1% 100% 3
10 MEGA FUZZIFICATION authKW 409309 1% 100% 3

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 3405 32% 0% 74
2 Operations Research & Management Science 2607 24% 0% 56
3 Engineering, Manufacturing 721 10% 0% 23
4 Engineering, Industrial 494 8% 0% 19
5 Computer Science, Theory & Methods 413 12% 0% 28
6 Engineering, Electrical & Electronic 164 18% 0% 41
7 Water Resources 128 7% 0% 16
8 Statistics & Probability 121 6% 0% 14
9 Computer Science, Information Systems 86 6% 0% 13
10 Computer Science, Interdisciplinary Applications 79 6% 0% 13

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IND INFORMAT MANAGEMENT 528877 18% 9% 42
2 COMP SCI COMP ENGN COMP EDUC 409309 1% 100% 3
3 ATTD AUTOMAT AC PATHFINDING 272873 1% 100% 2
4 DISASTER PUBL SECUR 245583 1% 60% 3
5 ADM TECHNOL MANAGEMENT 136436 0% 100% 1
6 ARTIFICIAL INTELLIGENT ROBOT CAIRO 136436 0% 100% 1
7 CHIANAN OFF 136436 0% 100% 1
8 CUSTOMER EXPERIENCE STRATEGY 136436 0% 100% 1
9 ENIVORNM CHANGE NAT DISASTER 136436 0% 100% 1
10 GLORIA BUSINESS MANAGEMENT 136436 0% 100% 1

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INTERNATIONAL JOURNAL OF GENERAL SYSTEMS 6114 3% 1% 7
2 EXPERT SYSTEMS WITH APPLICATIONS 4962 9% 0% 20
3 DISASTER ADVANCES 3347 2% 0% 5
4 JOURNAL OF INTELLIGENT MANUFACTURING 2881 3% 0% 6
5 JOURNAL OF GREY SYSTEM 2870 1% 1% 3
6 INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH 2639 6% 0% 13
7 REVISTA ESPANOLA DE DOCUMENTACION CIENTIFICA 2071 1% 1% 2
8 HUMAN AND ECOLOGICAL RISK ASSESSMENT 1912 2% 0% 5
9 FUZZY SETS AND SYSTEMS 1506 4% 0% 9
10 HUMAN SYSTEMS MANAGEMENT 952 0% 1% 1

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 SMALL DATA SET 1894928 11% 56% 25 Search SMALL+DATA+SET Search SMALL+DATA+SET
2 INTERIOR OUTER SET MODEL 1091491 3% 100% 8 Search INTERIOR+OUTER+SET+MODEL Search INTERIOR+OUTER+SET+MODEL
3 SMALL DATA SET LEARNING 818619 3% 100% 6 Search SMALL+DATA+SET+LEARNING Search SMALL+DATA+SET+LEARNING
4 POSSIBILITY PROBABILITY DISTRIBUTION 701671 3% 86% 6 Search POSSIBILITY+PROBABILITY+DISTRIBUTION Search POSSIBILITY+PROBABILITY+DISTRIBUTION
5 VIRTUAL SAMPLE GENERATION 568483 2% 83% 5 Search VIRTUAL+SAMPLE+GENERATION Search VIRTUAL+SAMPLE+GENERATION
6 FUZZY RISK 491166 3% 60% 6 Search FUZZY+RISK Search FUZZY+RISK
7 DATA CONSTRUCTION METHOD 409309 1% 100% 3 Search DATA+CONSTRUCTION+METHOD Search DATA+CONSTRUCTION+METHOD
8 MEGA FUZZIFICATION 409309 1% 100% 3 Search MEGA+FUZZIFICATION Search MEGA+FUZZIFICATION
9 INFORMATION DIFFUSION 367188 10% 11% 24 Search INFORMATION+DIFFUSION Search INFORMATION+DIFFUSION
10 VIRTUAL SAMPLE 350830 3% 43% 6 Search VIRTUAL+SAMPLE Search VIRTUAL+SAMPLE

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 28672 DYNAMIC FUZZY SYSTEM//FUZZY EXPECTATION//FUZZY REWARD
2 13994 JOURNAL OF GREY SYSTEM//GREY SYSTEM//GM1 1 MODEL
3 32987 ERDBEBENZENTRUM//ZENTRUM INGN ANAL ERDBEBEN ADEN//MULTI HAZARD RISK
4 34291 TIANJIN INTELLIGENT COMP NOVEL SOFTWARE//COMP VIS SYST//CAMERA BASED GAMES
5 31933 EPIDEMIOL BIOSTAT MC923//ALTERNATING PROJECTIONS METHOD//LOW RANK CORRELATION MATRIX
6 27341 FUZZY PROBABILITY SPACE//LOGICAL ENTROPY//FUZZY DYNAMICAL SYSTEM
7 38151 ARTIFICIAL ADAPTIVE SYSTEMS AAS//AUTO CM//GEOSPATIAL INTELLIGENCE INVEST
8 38699 SOUTH AMERICAN INTEGRATION//AGRARIAN CULTURE//ARGENTINE CONSEJO NACL INVEST CIENT TECN
9 32468 ELECTRONIC ASSEMBLIES COMPONENT SELECTION//AND FUEL CELL SYSTEM//ATE PROGRAMMING
10 27064 SEQUENTIAL BIFURCATION//AVERAGE PASSENGER TRAVEL TIME//CONTROLLED SEQUENTIAL BIFURCATION

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