Class information for:
Level 1: CREDIT SCORING//BANKRUPTCY PREDICTION//FINANCIAL DISTRESS PREDICTION

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
6400 1                   CREDIT SCORING//BANKRUPTCY PREDICTION//FINANCIAL DISTRESS PREDICTION 1517

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CREDIT SCORING authKW 2960287 13% 75% 191
2 BANKRUPTCY PREDICTION authKW 1702169 7% 79% 104
3 FINANCIAL DISTRESS PREDICTION authKW 522213 2% 93% 27
4 FINANCIAL RATIOS authKW 402156 3% 40% 48
5 BUSINESS FAILURE PREDICTION authKW 357112 1% 90% 19
6 REJECT INFERENCE authKW 250771 1% 93% 13
7 FINANCIAL DISTRESS authKW 225618 3% 22% 49
8 CREDIT RISK EVALUATION authKW 188853 1% 91% 10
9 BUSINESS FAILURE PREDICTION BFP authKW 186966 1% 100% 9
10 CREDIT RISK authKW 180729 5% 11% 77

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Operations Research & Management Science 42937 38% 0% 578
2 Computer Science, Artificial Intelligence 24187 33% 0% 505
3 Business, Finance 11580 13% 0% 200
4 Management 8809 17% 0% 257
5 Economics 4195 19% 0% 282
6 Business 1366 6% 0% 89
7 Engineering, Electrical & Electronic 1173 18% 0% 279
8 Computer Science, Information Systems 636 6% 0% 90
9 Computer Science, Interdisciplinary Applications 489 5% 0% 83
10 Mathematics, Interdisciplinary Applications 374 4% 0% 61

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CREDIT 123996 1% 30% 20
2 CEDETS 41548 0% 100% 2
3 CREDIT UNIT 41548 0% 100% 2
4 DEXIA GRP 41548 0% 100% 2
5 GRP INVEST FINANZAS SISTEMAS INFORMAC GEST FYSI 41548 0% 100% 2
6 MODELAMIENTO GEST IND 41548 0% 100% 2
7 UPSO 41544 0% 50% 4
8 CREDIT RISK MODELLING 37391 0% 60% 3
9 FINANCIAL ECON ACCOUNTING 1 37391 0% 60% 3
10 QUANTITAT FINANCIAL RISK MANAGEMENT 27697 0% 67% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 EXPERT SYSTEMS WITH APPLICATIONS 120428 17% 2% 252
2 JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY 28242 5% 2% 82
3 JOURNAL OF CREDIT RISK 12356 1% 7% 9
4 E & M EKONOMIE A MANAGEMENT 10892 1% 4% 15
5 EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 10800 6% 1% 89
6 KNOWLEDGE-BASED SYSTEMS 10660 3% 1% 39
7 DECISION SUPPORT SYSTEMS 10587 2% 1% 37
8 JOURNAL OF RISK MODEL VALIDATION 10372 1% 6% 8
9 JOURNAL OF BANKING & FINANCE 9712 3% 1% 46
10 JOURNAL OF ACCOUNTING RESEARCH 8092 1% 2% 22

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 CREDIT SCORING 2960287 13% 75% 191 Search CREDIT+SCORING Search CREDIT+SCORING
2 BANKRUPTCY PREDICTION 1702169 7% 79% 104 Search BANKRUPTCY+PREDICTION Search BANKRUPTCY+PREDICTION
3 FINANCIAL DISTRESS PREDICTION 522213 2% 93% 27 Search FINANCIAL+DISTRESS+PREDICTION Search FINANCIAL+DISTRESS+PREDICTION
4 FINANCIAL RATIOS 402156 3% 40% 48 Search FINANCIAL+RATIOS Search FINANCIAL+RATIOS
5 BUSINESS FAILURE PREDICTION 357112 1% 90% 19 Search BUSINESS+FAILURE+PREDICTION Search BUSINESS+FAILURE+PREDICTION
6 REJECT INFERENCE 250771 1% 93% 13 Search REJECT+INFERENCE Search REJECT+INFERENCE
7 FINANCIAL DISTRESS 225618 3% 22% 49 Search FINANCIAL+DISTRESS Search FINANCIAL+DISTRESS
8 CREDIT RISK EVALUATION 188853 1% 91% 10 Search CREDIT+RISK+EVALUATION Search CREDIT+RISK+EVALUATION
9 BUSINESS FAILURE PREDICTION BFP 186966 1% 100% 9 Search BUSINESS+FAILURE+PREDICTION+BFP Search BUSINESS+FAILURE+PREDICTION+BFP
10 CREDIT RISK 180729 5% 11% 77 Search CREDIT+RISK Search CREDIT+RISK

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 21583 MULTI GROUP CLASSIFICATION//LINEAR STATISTICAL MODELS//MULTI CRITERIA LINEAR PROGRAMMING
2 26876 FRAUD DETECTION//INSURANCE FRAUD//CREDIT CARD FRAUD DETECTION
3 5527 FUZZY TIME SERIES//TIME SERIES FORECASTING//FUZZY FORECASTING
4 2895 CREDIT RISK//CREDIT DEFAULT SWAPS//JOURNAL OF CREDIT RISK
5 13142 IMBALANCED DATASETS//IMBALANCED DATA//CLASS IMBALANCE
6 10038 CUSTOMER RELATIONSHIP MANAGEMENT//CUSTOMER LIFETIME VALUE//CHURN PREDICTION
7 29317 PAPER CAPILLARY PERMEATION ADSORPTION//GREAT EAGLE 25F//MANUFACTURING SURFACES
8 20414 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
9 32479 CROWDFUNDING//PEER TO PEER LENDING//REWARD BASED CROWDFUNDING
10 35303 INTERFIRM COMPARISONS//BUSINESS LAUSANNE//DISTILLATION PILOT PLANT

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