Class information for: |
Basic class information |
ID | Publications | Average number of references |
Avg. shr. active ref. in WoS |
---|---|---|---|
7190 | 1318 | 34.2 | 39% |
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 | CREDIT SCORING | Author keyword | 128 | 54% | 13% | 167 |
2 | BANKRUPTCY PREDICTION | Author keyword | 77 | 59% | 7% | 87 |
3 | BUSINESS FAILURE PREDICTION | Author keyword | 23 | 74% | 1% | 17 |
4 | BUSINESS FAILURE PREDICTION BFP | Author keyword | 20 | 100% | 1% | 9 |
5 | REJECT INFERENCE | Author keyword | 17 | 75% | 1% | 12 |
6 | FINANCIAL DISTRESS PREDICTION | Author keyword | 15 | 47% | 2% | 24 |
7 | FINANCIAL RATIOS | Author keyword | 10 | 22% | 3% | 39 |
8 | FINANCIAL DISTRESS | Author keyword | 6 | 15% | 3% | 36 |
9 | PROFIT SCORING | Author keyword | 6 | 100% | 0% | 4 |
10 | FINANCIAL FAILURE | Author keyword | 5 | 60% | 0% | 6 |
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 | CREDIT SCORING | 128 | 54% | 13% | 167 | Search CREDIT+SCORING | Search CREDIT+SCORING |
2 | BANKRUPTCY PREDICTION | 77 | 59% | 7% | 87 | Search BANKRUPTCY+PREDICTION | Search BANKRUPTCY+PREDICTION |
3 | BUSINESS FAILURE PREDICTION | 23 | 74% | 1% | 17 | Search BUSINESS+FAILURE+PREDICTION | Search BUSINESS+FAILURE+PREDICTION |
4 | BUSINESS FAILURE PREDICTION BFP | 20 | 100% | 1% | 9 | Search BUSINESS+FAILURE+PREDICTION+BFP | Search BUSINESS+FAILURE+PREDICTION+BFP |
5 | REJECT INFERENCE | 17 | 75% | 1% | 12 | Search REJECT+INFERENCE | Search REJECT+INFERENCE |
6 | FINANCIAL DISTRESS PREDICTION | 15 | 47% | 2% | 24 | Search FINANCIAL+DISTRESS+PREDICTION | Search FINANCIAL+DISTRESS+PREDICTION |
7 | FINANCIAL RATIOS | 10 | 22% | 3% | 39 | Search FINANCIAL+RATIOS | Search FINANCIAL+RATIOS |
8 | FINANCIAL DISTRESS | 6 | 15% | 3% | 36 | Search FINANCIAL+DISTRESS | Search FINANCIAL+DISTRESS |
9 | PROFIT SCORING | 6 | 100% | 0% | 4 | Search PROFIT+SCORING | Search PROFIT+SCORING |
10 | FINANCIAL FAILURE | 5 | 60% | 0% | 6 | Search FINANCIAL+FAILURE | Search FINANCIAL+FAILURE |
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 | BANKRUPTCY PREDICTION | 193 | 62% | 15% | 201 |
2 | FINANCIAL RATIOS | 68 | 39% | 10% | 136 |
3 | SCORING MODELS | 37 | 61% | 3% | 40 |
4 | BUSINESS FAILURE PREDICTION | 31 | 67% | 2% | 28 |
5 | FINANCIAL DISTRESS PREDICTION | 30 | 68% | 2% | 27 |
6 | GUARANTEE FUND | 17 | 100% | 1% | 8 |
7 | CORPORATE FAILURE | 15 | 88% | 1% | 7 |
8 | BANKRUPTCY | 14 | 10% | 10% | 129 |
9 | CORPORATE BANKRUPTCY | 13 | 32% | 3% | 34 |
10 | BUSINESS FAILURE | 13 | 38% | 2% | 27 |
Journals |
Reviews |
Title | Publ. year | Cit. | Active references | % act. ref. to same field |
---|---|---|---|---|
Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review | 2007 | 223 | 61 | 74% |
Predicting financial distress and corporate failure: A review from the state-of-the-art definitions, modeling, sampling, and featuring approaches | 2014 | 6 | 112 | 86% |
A genetic algorithm approach for SMEs bankruptcy prediction: Empirical evidence from Italy | 2014 | 7 | 39 | 62% |
A literature review on the application of evolutionary computing to credit scoring | 2013 | 6 | 51 | 71% |
Neural networks and statistical techniques: A review of applications | 2009 | 153 | 70 | 30% |
Machine Learning in Financial Crisis Prediction: A Survey | 2012 | 10 | 146 | 84% |
A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers | 2000 | 213 | 28 | 64% |
A survey of business failures with an emphasis on prediction methods and industrial applications | 1996 | 134 | 57 | 77% |
SELECTING INDICATORS OF FUTURE CORPORATE BUSINESS DEVELOPMENT | 2011 | 2 | 2 | 100% |
Assessing scorecard performance: A literature review and classification | 2013 | 1 | 68 | 81% |
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 | CREDIT | 5 | 28% | 1.2% | 16 |
2 | FINANCIAL ECON ACCOUNTING 1 | 4 | 75% | 0.2% | 3 |
3 | CREDIT RISK MODELLING | 3 | 60% | 0.2% | 3 |
4 | QUANTITAT FINANCIAL RISK MANAGEMENT | 2 | 67% | 0.2% | 2 |
5 | PL ECON SCI | 1 | 13% | 0.8% | 11 |
6 | CAISR | 1 | 50% | 0.2% | 2 |
7 | CREDIT UNIT | 1 | 100% | 0.2% | 2 |
8 | DEXIA GRP | 1 | 100% | 0.2% | 2 |
9 | EKON SYST RIZENI | 1 | 100% | 0.2% | 2 |
10 | MANAGEMENT TOURISM | 1 | 50% | 0.2% | 2 |
Related classes at same level (level 1) |
Rank | Relatedness score | Related classes |
---|---|---|
1 | 0.0000236953 | LINEAR STATISTICAL MODELS//MULTI GROUP CLASSIFICATION//CREDIT CARD PORTFOLIO MANAGEMENT |
2 | 0.0000148530 | FRAUD DETECTION//INSURANCE FRAUD//EX POST MORAL HAZARD |
3 | 0.0000112388 | CREDIT RISK//JOURNAL OF CREDIT RISK//CREDIT DEFAULT SWAPS |
4 | 0.0000097795 | INTERFIRM COMPARISONS//DATA ENVELOPED ANALYSIS//INTERFIRM COMPARISON |
5 | 0.0000094486 | FUZZY TIME SERIES//TECHNICAL ANALYSIS//TECHNICAL TRADING RULES |
6 | 0.0000084552 | CLASS IMBALANCE PROBLEM//CLASS IMBALANCE//COST SENSITIVE LEARNING |
7 | 0.0000074357 | ALKENE ACYLATIONS//ANYWHERE ANYTIME//BROAD BAND ABSORBANCE DETECTION |
8 | 0.0000073885 | CUSTOMER LIFETIME VALUE//CUSTOMER RELATIONSHIP MANAGEMENT//CHURN PREDICTION |
9 | 0.0000065322 | RULE EXTRACTION//RULE EXTRACTION FROM NEURAL NETWORKS//KNOWLEDGE INSERTION |
10 | 0.0000055462 | PAPER CAPILLARY PERMEATION ADSORPTION//SEPARATABILITY//APRC |