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Credit scoring using the clustered support vector machine · Study

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ArticleCredit scoring using the clustered support vector machine

Terry Harris2014

OA

Articlegreen2014

Credit scoring using the clustered support vector machine

269 citations·0/0 files stored·Expert Systems with Applications

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Financial Distress and Bankruptcy Prediction Data Mining and Machine Learning Applications Imbalanced Data Classification Techniques

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References

1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY 1962Applied Statistical Decision Theory 1997Statistical Classification Methods in Consumer Credit Scoring: A Review 2003Benchmarking state-of-the-art classification algorithms for credit scoring 2006Credit scoring with a data mining approach based on support vector machines 1996A comparison of neural networks and linear scoring models in the credit union environment 2007Recent developments in consumer credit risk assessment 2011CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE

Cited by

2018Forecasting stock market crisis events using deep and statistical machine learning techniques 2016A comparative study on base classifiers in ensemble methods for credit scoring 2020Machine learning techniques for credit risk evaluation: a systematic literature review 2014Bankruptcy visualization and prediction using neural networks: A study of U.S. commercial banks 2020Predicting bank insolvencies using machine learning techniques

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2016Financial innovation: Credit default hybrid model for SME lendingarticle · 8 shared references 2011CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATUREarticle · 7 shared references 2012A literature review on the application of evolutionary computing to credit scoringarticle · 7 shared references 2013Quantitative credit risk assessment using support vector machines: Broad versus Narrow default definitionsarticle · 7 shared references 2016Multivariate analysis of credit risk and bankruptcy research data: a bibliometric study involving different knowledge fields (1968–2014)article · 6 shared references 2018An artificial intelligence system for predicting customer default in e-commercearticle · 6 shared references

Details

Year2014

Typearticle

Published2014-09-06

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations269

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/j.eswa.2014.08.029

openalex_workW1994085451

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2016A new hybrid ensemble credit scoring model based on classifiers consensus system approach

2016Ensemble classification based on supervised clustering for credit scoring

2014Selection of Support Vector Machines based classifiers for credit risk domain