Class information for:
Level 1: LOGICAL ANALYSIS OF DATA//LOGICAL ANALYSIS OF DATA LAD//MONOTONE CLASSIFICATION

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
464 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//SUPPORT VECTOR MACHINE 16171
32363 1                   LOGICAL ANALYSIS OF DATA//LOGICAL ANALYSIS OF DATA LAD//MONOTONE CLASSIFICATION 153

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 LOGICAL ANALYSIS OF DATA authKW 5411989 22% 77% 34
2 LOGICAL ANALYSIS OF DATA LAD authKW 1059392 4% 86% 6
3 MONOTONE CLASSIFICATION authKW 1029966 3% 100% 5
4 PARTIALLY DEFINED BOOLEAN FUNCTIONS authKW 735687 3% 71% 5
5 MONOTONIC CLASSIFICATION authKW 617974 4% 50% 6
6 ERIM ADV MANAGEMENT STUDIES address 463483 2% 75% 3
7 0 1 LINEARIZATION authKW 411987 1% 100% 2
8 ADVANCED SYSTEMS MODELING AND OPTIMIZATION authKW 411987 1% 100% 2
9 EXPERT ESTIMATIONS authKW 411987 1% 100% 2
10 GLOBAL OPTIMIZATION TOOLBOX authKW 411987 1% 100% 2

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 2446 33% 0% 51
2 Operations Research & Management Science 1913 25% 0% 39
3 Mathematics, Applied 392 21% 0% 32
4 Computer Science, Theory & Methods 356 14% 0% 21
5 Computer Science, Information Systems 193 10% 0% 15
6 Engineering, Manufacturing 94 5% 0% 7
7 Engineering, Electrical & Electronic 65 14% 0% 22
8 Computer Science, Software Engineering 49 5% 0% 7
9 Engineering, Aerospace 38 3% 0% 4
10 Engineering, Industrial 28 3% 0% 4

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ERIM ADV MANAGEMENT STUDIES 463483 2% 75% 3
2 CHEK L KOK AIRPORT 205993 1% 100% 1
3 CLIN PROTEOM PROGRAM THER EUT 205993 1% 100% 1
4 COLUMBUS AIRPORT 205993 1% 100% 1
5 COUNCIL CANADA IR 205993 1% 100% 1
6 DIPARTIMENTO MATEMAT PLICAZ RM CACCIOPPOLI 205993 1% 100% 1
7 DIPARTIMENTO STAT PROBALI STAT PLICATE 205993 1% 100% 1
8 HEUDIASYC JOINT UNIT 205993 1% 100% 1
9 INTEGRAT QUAL PROD NETWORKS DEV DIQR 205993 1% 100% 1
10 IRCCYN UMR6597 205993 1% 100% 1

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ANNALS OF OPERATIONS RESEARCH 7085 7% 0% 11
2 DISCRETE APPLIED MATHEMATICS 6937 10% 0% 15
3 AVIATION WEEK & SPACE TECHNOLOGY 5694 3% 1% 4
4 ADVANCES IN DATA ANALYSIS AND CLASSIFICATION 3793 1% 1% 2
5 JOURNAL OF INTELLIGENT MANUFACTURING 3023 3% 0% 5
6 EXPERT SYSTEMS WITH APPLICATIONS 2263 7% 0% 11
7 OPTIMIZATION METHODS & SOFTWARE 1787 2% 0% 3
8 MALAYSIAN JOURNAL OF COMPUTER SCIENCE 1327 1% 1% 1
9 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 1044 3% 0% 4
10 INFORMATION SCIENCES 936 4% 0% 6

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 LOGICAL ANALYSIS OF DATA 5411989 22% 77% 34 Search LOGICAL+ANALYSIS+OF+DATA Search LOGICAL+ANALYSIS+OF+DATA
2 LOGICAL ANALYSIS OF DATA LAD 1059392 4% 86% 6 Search LOGICAL+ANALYSIS+OF+DATA+LAD Search LOGICAL+ANALYSIS+OF+DATA+LAD
3 MONOTONE CLASSIFICATION 1029966 3% 100% 5 Search MONOTONE+CLASSIFICATION Search MONOTONE+CLASSIFICATION
4 PARTIALLY DEFINED BOOLEAN FUNCTIONS 735687 3% 71% 5 Search PARTIALLY+DEFINED+BOOLEAN+FUNCTIONS Search PARTIALLY+DEFINED+BOOLEAN+FUNCTIONS
5 MONOTONIC CLASSIFICATION 617974 4% 50% 6 Search MONOTONIC+CLASSIFICATION Search MONOTONIC+CLASSIFICATION
6 0 1 LINEARIZATION 411987 1% 100% 2 Search 0+1+LINEARIZATION Search 0+1+LINEARIZATION
7 ADVANCED SYSTEMS MODELING AND OPTIMIZATION 411987 1% 100% 2 Search ADVANCED+SYSTEMS+MODELING+AND+OPTIMIZATION Search ADVANCED+SYSTEMS+MODELING+AND+OPTIMIZATION
8 EXPERT ESTIMATIONS 411987 1% 100% 2 Search EXPERT+ESTIMATIONS Search EXPERT+ESTIMATIONS
9 GLOBAL OPTIMIZATION TOOLBOX 411987 1% 100% 2 Search GLOBAL+OPTIMIZATION+TOOLBOX Search GLOBAL+OPTIMIZATION+TOOLBOX
10 HOMOGENEOUS BOXES 411987 1% 100% 2 Search HOMOGENEOUS+BOXES Search HOMOGENEOUS+BOXES

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 20879 DUALIZATION//MONOTONE BOOLEAN FUNCTIONS//RUTCOR
2 11783 PAC LEARNING//COMPUTATIONAL LEARNING THEORY//LEHRSTUHL MATH INFORMAT
3 32799 REJECT OPTION//BAYES CLASSIFIERS//CONVEX SURROGATE LOSS
4 30577 AUTOGRAM BASED SPECIFICATION OF CONTROL UNITS//CONSTANT FAULTS//DESIGN OF RELIABLE CONTROL UNITS
5 22217 CUB MODELS//ORDINAL REGRESSION//ORDINAL MODELS
6 21583 MULTI GROUP CLASSIFICATION//LINEAR STATISTICAL MODELS//MULTI CRITERIA LINEAR PROGRAMMING
7 23046 FMEA//RISK PRIORITY NUMBER//FAILURE MODE AND EFFECTS ANALYSIS
8 33005 FUZZY TRANSFORM//F TRANSFORM//PLICAT FUZZY MODELING
9 18756 ISOTONIC REGRESSION//MONOTONE REGRESSION//SHAPE CONSTRAINTS
10 33692 GROUP BUYING//GROUP BUYING AUCTIONS//ONLINE GROUP BUYING

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