Class information for:
Level 1: MULTI GROUP CLASSIFICATION//LINEAR STATISTICAL MODELS//CREDIT CARD PORTFOLIO MANAGEMENT

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
22684 372 26.7 39%


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
3686 2             HASSE DIAGRAM//LOGICAL ANALYSIS OF DATA//HASSE DIAGRAM TECHNIQUE 1131
22684 1                   MULTI GROUP CLASSIFICATION//LINEAR STATISTICAL MODELS//CREDIT CARD PORTFOLIO MANAGEMENT 372

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 MULTI GROUP CLASSIFICATION authKW 410418 1% 100% 5
2 LINEAR STATISTICAL MODELS authKW 402205 2% 70% 7
3 CREDIT CARD PORTFOLIO MANAGEMENT authKW 246251 1% 100% 3
4 MULTI CRITERIA LINEAR PROGRAMMING authKW 218887 1% 67% 4
5 MATHEMATICAL DIAGNOSTICS authKW 184686 1% 75% 3
6 CORPORATE DISASTER authKW 164167 1% 100% 2
7 CREDIT CARDHOLDERS BEHAVIOR authKW 164167 1% 100% 2
8 HYPER BOXES authKW 164167 1% 100% 2
9 LINEAR PROGRAMMING AND STATISTICAL TECHNIQUES authKW 164167 1% 100% 2
10 RESERVED JUDGMENT authKW 164167 1% 100% 2

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 Operations Research & Management Science 11025 39% 0% 145
2 Management 1650 15% 0% 55
3 Computer Science, Interdisciplinary Applications 1356 17% 0% 62
4 Engineering, Industrial 615 7% 0% 27
5 Computer Science, Artificial Intelligence 575 11% 0% 40
6 Computer Science, Information Systems 337 8% 0% 31
7 Business, Finance 322 5% 0% 17
8 Psychology, Mathematical 309 2% 0% 8
9 Business 227 5% 0% 18
10 Statistics & Probability 223 6% 0% 24

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 FICTITIOUS ECON DATA SCI 138695 5% 10% 17
2 CIENCIES ECON EMP ARIAIS REG PORTO 82084 0% 100% 1
3 CONSELING EDUC PSYCHOL 82084 0% 100% 1
4 CURSO ADM GESTAO EMP AS 82084 0% 100% 1
5 DATA MIN EXPLORAT 82084 0% 100% 1
6 DIRECTORATE ECON ANALYSIS 82084 0% 100% 1
7 DISTINGUISHED CHAIR INFORMAT TECHNOL 82084 0% 100% 1
8 ECUDAT SCI 82084 0% 100% 1
9 EGITIM BILIMLERI OLCME DEGERLENDIRME ANABILIM D 82084 0% 100% 1
10 FINANCIAL TECHNOL GRP 82084 0% 100% 1

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 DECISION SCIENCES 42242 7% 2% 26
2 REVIEW OF BUSINESS AND ECONOMIC RESEARCH 16950 1% 4% 5
3 INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING 11157 2% 2% 9
4 MANAGERIAL AND DECISION ECONOMICS 10695 2% 2% 6
5 JOURNAL OF THE INTERNATIONAL ASSOCIATION FOR MATHEMATICAL GEOLOGY 9491 1% 2% 5
6 ANNALS OF OPERATIONS RESEARCH 7913 5% 1% 18
7 EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 7214 10% 0% 36
8 COMPUTERS & OPERATIONS RESEARCH 6286 5% 0% 19
9 ZEITSCHRIFT FUR ANGEWANDTE GEOLOGIE 5288 1% 2% 4
10 MSU BUSINESS TOPICS 3281 0% 4% 1

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 MULTI GROUP CLASSIFICATION 410418 1% 100% 5 Search MULTI+GROUP+CLASSIFICATION Search MULTI+GROUP+CLASSIFICATION
2 LINEAR STATISTICAL MODELS 402205 2% 70% 7 Search LINEAR+STATISTICAL+MODELS Search LINEAR+STATISTICAL+MODELS
3 CREDIT CARD PORTFOLIO MANAGEMENT 246251 1% 100% 3 Search CREDIT+CARD+PORTFOLIO+MANAGEMENT Search CREDIT+CARD+PORTFOLIO+MANAGEMENT
4 MULTI CRITERIA LINEAR PROGRAMMING 218887 1% 67% 4 Search MULTI+CRITERIA+LINEAR+PROGRAMMING Search MULTI+CRITERIA+LINEAR+PROGRAMMING
5 MATHEMATICAL DIAGNOSTICS 184686 1% 75% 3 Search MATHEMATICAL+DIAGNOSTICS Search MATHEMATICAL+DIAGNOSTICS
6 CORPORATE DISASTER 164167 1% 100% 2 Search CORPORATE+DISASTER Search CORPORATE+DISASTER
7 CREDIT CARDHOLDERS BEHAVIOR 164167 1% 100% 2 Search CREDIT+CARDHOLDERS+BEHAVIOR Search CREDIT+CARDHOLDERS+BEHAVIOR
8 HYPER BOXES 164167 1% 100% 2 Search HYPER+BOXES Search HYPER+BOXES
9 LINEAR PROGRAMMING AND STATISTICAL TECHNIQUES 164167 1% 100% 2 Search LINEAR+PROGRAMMING+AND+STATISTICAL+TECHNIQUES Search LINEAR+PROGRAMMING+AND+STATISTICAL+TECHNIQUES
10 RESERVED JUDGMENT 164167 1% 100% 2 Search RESERVED+JUDGMENT Search RESERVED+JUDGMENT

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 SUN, MH , (2011) A MIXED INTEGER PROGRAMMING MODEL FOR MULTIPLE-CLASS DISCRIMINANT ANALYSIS.INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING. VOL. 10. ISSUE 4. P. 589 -612 38 90% 1
2 STAM, A , (1997) NONTRADITIONAL APPROACHES TO STATISTICAL CLASSIFICATION: SOME PERSPECTIVES ON L-P-NORM METHODS.ANNALS OF OPERATIONS RESEARCH. VOL. 74. ISSUE . P. 1-36 55 76% 36
3 FREVILLE, A , HANAFI, S , SEMET, F , YANEV, N , (2010) A TABU SEARCH WITH AN OSCILLATION STRATEGY FOR THE DISCRIMINANT ANALYSIS PROBLEM.COMPUTERS & OPERATIONS RESEARCH. VOL. 37. ISSUE 10. P. 1688-1696 23 74% 0
4 BAL, H , ORKCU, HH , (2011) A NEW MATHEMATICAL PROGRAMMING APPROACH TO MULTI-GROUP CLASSIFICATION PROBLEMS.COMPUTERS & OPERATIONS RESEARCH. VOL. 38. ISSUE 1. P. 105-111 16 100% 5
5 GLEN, JJ , (2006) A COMPARISON OF STANDARD AND TWO-STAGE MATHEMATICAL PROGRAMMING DISCRIMINANT ANALYSIS METHODS.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. VOL. 171. ISSUE 2. P. 496-515 19 95% 9
6 LAM, KF , MOY, JW , (2002) COMBINING DISCRIMINANT METHODS IN SOLVING CLASSIFICATION PROBLEMS IN TWO-GROUP DISCRIMINANT ANALYSIS.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. VOL. 138. ISSUE 2. P. 294-301 20 100% 14
7 DOUMPOS, M , ZANAKIS, SH , ZOPOUNIDIS, C , (2001) MULTICRITERIA PREFERENCE DISAGGREGATION FOR CLASSIFICATION PROBLEMS WITH AN APPLICATION TO GLOBAL INVESTING RISK.DECISION SCIENCES. VOL. 32. ISSUE 2. P. 333 -385 31 65% 24
8 LOUCOPOULOS, C , PAVUR, R , (1997) COMPUTATIONAL CHARACTERISTICS OF A NEW MATHEMATICAL PROGRAMMING MODEL FOR THE THREE-GROUP DISCRIMINANT PROBLEM.COMPUTERS & OPERATIONS RESEARCH. VOL. 24. ISSUE 2. P. 179-191 23 100% 6
9 MASKOOKI, A , (2013) IMPROVING THE EFFICIENCY OF A MIXED INTEGER LINEAR PROGRAMMING BASED APPROACH FOR MULTI-CLASS CLASSIFICATION PROBLEM.COMPUTERS & INDUSTRIAL ENGINEERING. VOL. 66. ISSUE 2. P. 383-388 16 89% 1
10 SILVA, APD , STAM, A , (1998) NONPARAMETRIC TWO-GROUP CLASSIFICATION: CONCEPTS AND A SAS-BASED SOFTWARE PACKAGE.AMERICAN STATISTICIAN. VOL. 52. ISSUE 2. P. 185-197 24 86% 4

Classes with closest relation at Level 1


Rank Class id link
1 4761 CREDIT SCORING//BANKRUPTCY PREDICTION//CREDIT RISK
2 20388 ACTUAL ERROR RATE//MINIMUM MEAN SQUARE ESTIMATION//LOCATION LINEAR DISCRIMINANT FUNCTION
3 31909 HABITUAL DOMAINS//COMPETENCE SET//COMPETENCE SET ANALYSIS
4 30480 LOGICAL ANALYSIS OF DATA//LOGICAL ANALYSIS OF DATA LAD//MONOTONE CLASSIFICATION
5 2578 SUPPORT VECTOR MACHINE//TWIN SUPPORT VECTOR MACHINE//MULTI CLASS CLASSIFICATION
6 17758 BUNDLE METHODS//NONSMOOTH OPTIMIZATION//NONDIFFERENTIABLE OPTIMIZATION
7 7056 MULTIPLE CRITERIA ANALYSIS//PREFERENCE DISAGGREGATION//OUTRANKING METHODS
8 22265 CUB MODELS//ORDINAL REGRESSION//ORDINAL MODELS
9 12665 DECISION TREE//NUMERICAL ATTRIBUTES//SUPERVISED DISCRETIZATION
10 16684 DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES

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