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

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
20622 391 25.4 39%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
396 16220 CREDIT SCORING//MACHINE LEARNING//FEATURE SELECTION

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 LINEAR STATISTICAL MODELS Author keyword 7 64% 2% 7
2 MULTI GROUP CLASSIFICATION Author keyword 5 63% 1% 5
3 CREDIT CARD PORTFOLIO MANAGEMENT Author keyword 3 100% 1% 3
4 MULTI CRITERIA LINEAR PROGRAMMING Author keyword 3 50% 1% 4
5 COMPUTER SOFTWARE FOR STATISTICAL ANALYSIS Author keyword 2 67% 1% 2
6 DEFECT DIAGNOSTICS Author keyword 2 67% 1% 2
7 KNAPSACK OPTIMIZATION Author keyword 2 67% 1% 2
8 DATA TECHNOL KNOWLEDGE ECON Address 2 28% 1% 5
9 FICTITIOUS ECON DATA SCI Address 2 10% 4% 15
10 AND STATISTICAL TECHNIQUES Author keyword 1 38% 1% 3

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class		 LCSH search Wikipedia search
1 LINEAR STATISTICAL MODELS 7 64% 2% 7 Search LINEAR+STATISTICAL+MODELS Search LINEAR+STATISTICAL+MODELS
2 MULTI GROUP CLASSIFICATION 5 63% 1% 5 Search MULTI+GROUP+CLASSIFICATION Search MULTI+GROUP+CLASSIFICATION
3 CREDIT CARD PORTFOLIO MANAGEMENT 3 100% 1% 3 Search CREDIT+CARD+PORTFOLIO+MANAGEMENT Search CREDIT+CARD+PORTFOLIO+MANAGEMENT
4 MULTI CRITERIA LINEAR PROGRAMMING 3 50% 1% 4 Search MULTI+CRITERIA+LINEAR+PROGRAMMING Search MULTI+CRITERIA+LINEAR+PROGRAMMING
5 COMPUTER SOFTWARE FOR STATISTICAL ANALYSIS 2 67% 1% 2 Search COMPUTER+SOFTWARE+FOR+STATISTICAL+ANALYSIS Search COMPUTER+SOFTWARE+FOR+STATISTICAL+ANALYSIS
6 DEFECT DIAGNOSTICS 2 67% 1% 2 Search DEFECT+DIAGNOSTICS Search DEFECT+DIAGNOSTICS
7 KNAPSACK OPTIMIZATION 2 67% 1% 2 Search KNAPSACK+OPTIMIZATION Search KNAPSACK+OPTIMIZATION
8 AND STATISTICAL TECHNIQUES 1 38% 1% 3 Search AND+STATISTICAL+TECHNIQUES Search AND+STATISTICAL+TECHNIQUES
9 CORPORATE DISASTER 1 100% 1% 2 Search CORPORATE+DISASTER Search CORPORATE+DISASTER
10 FALSE FINANCIAL STATEMENTS 1 100% 1% 2 Search FALSE+FINANCIAL+STATEMENTS Search FALSE+FINANCIAL+STATEMENTS

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 CLASSIFICATION PROBLEM 30 64% 7% 29
2 UNACCEPTABLE SOLUTIONS 27 92% 3% 11
3 OPTIMAL CRITERION WEIGHTS 15 88% 2% 7
4 2 GROUP DISCRIMINANT PROBLEM 12 75% 2% 9
5 OPTIMAL DISCRIMINANT ANALYSIS 11 78% 2% 7
6 2 GROUP CLASSIFICATION 9 83% 1% 5
7 LP DISCRIMINANT ANALYSIS 9 83% 1% 5
8 MATHEMATICAL PROGRAMMING FORMULATIONS 8 100% 1% 5
9 PROGRAMMING FORMULATIONS 7 57% 2% 8
10 DISCRIMINANT PROBLEM 6 80% 1% 4

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Nontraditional approaches to statistical classification: Some perspectives on L-p-norm methods 1997 35 72 81%
Mathematical programming for data mining: Formulations and challenges 1999 96 24 25%
Informative gene selection and design of regulatory networks using integer optimization 2008 2 80 9%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 DATA TECHNOL KNOWLEDGE ECON 2 28% 1.3% 5
2 FICTITIOUS ECON DATA SCI 2 10% 3.8% 15
3 CAS DATA TECHNOL KNOWLEDGE ECON 1 50% 0.3% 1
4 DEP INGN SISTEMAS 1 50% 0.3% 1
5 EBERLY BUSINESS ADM 1 50% 0.3% 1
6 FINANCIAL RISK MANAGEMENT GRP 1 50% 0.3% 1
7 HK BRANCH 1 50% 0.3% 1
8 KNOWLEDGE DISCOVERY DATA MIN GRP 1 50% 0.3% 1
9 MECH BUSINESS ENGN 1 50% 0.3% 1
10 OFF ENVIRONM MANAGEMENT 0 33% 0.3% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000236953 CREDIT SCORING//BANKRUPTCY PREDICTION//BUSINESS FAILURE PREDICTION
2 0.0000147779 LOCATION LINEAR DISCRIMINANT FUNCTION//DISCRIMINATION WITH DISCRETE AND CONTINUOUS VARIABLES//GOWER DISTANCE
3 0.0000082914 PAPER CAPILLARY PERMEATION ADSORPTION//SEPARATABILITY//APRC
4 0.0000082608 ERYTHEMATO SQUAMOUS//ERYTHEMATO SQUAMOUS DISEASES//FUZZY WEIGHTED PRE PROCESSING
5 0.0000079505 ACTUAL ERROR RATE//PRINCIPAL VARIABLES//HIGH DIMENSIONAL MULTIVARIATE BINARY DATA
6 0.0000078627 OKON ERNAHRUNGSWIRT AFT//SOFT CHEESE MAKING//DAIRY ECONOMICS
7 0.0000073040 POSTERIOR CLASS PROBABILITIES//POSTERIOR PROBABILITY ESTIMATION//SCISSORS EFFECT
8 0.0000071287 TWIN SUPPORT VECTOR MACHINE//TWIN SUPPORT VECTOR MACHINES//MULTIPLE KERNEL LEARNING
9 0.0000070794 COMPETENCE SET//HABITUAL DOMAINS//BERGE EQUILIBRIUM
10 0.0000064724 BUNDLE METHODS//PROXIMAL BUNDLE METHODS//VU DECOMPOSITION