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Support vector machines for credit scoring and discovery of significant features · Study

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ArticleSupport vector machines for credit scoring and discovery of significant features

Anthony Graham Bellotti2008

OA

Articlegreen2008

Support vector machines for credit scoring and discovery of significant features

Anthony Graham Bellotti · Jonathan N Crook

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

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Financial Distress and Bankruptcy Prediction Statistical Methods and Applications Imbalanced Data Classification Techniques

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References

2003Credit rating analysis with support vector machines and neural networks: a market comparative study 2003Benchmarking state-of-the-art classification algorithms for credit scoring 2006Credit scoring with a data mining approach based on support vector machines 2002Credit Scoring and Its Applications

Cited by

2011Machine Learning in Financial Crisis Prediction: A Survey 2014Credit scoring using the clustered support vector machine 2012An empirical comparison of conventional techniques, neural networks and the three stage hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) model for credit scoring analysis: The case of Turkish credit card data 2009Combination of feature selection approaches with SVM in credit scoring 2016A deep learning approach for credit scoring using credit default swaps 2016A new hybrid ensemble credit scoring model based on classifiers consensus system approach 2019An Empirical Comparison of Machine-Learning Methods on Bank Client Credit Assessments 2009Support vector machine based multiagent ensemble learning for credit risk evaluation

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2012Two-level classifier ensembles for credit risk assessmentarticle · 4 shared references 2018Credit scoring for a microcredit data set using the synthetic minority oversampling technique and ensemble classifiersarticle · 4 shared references 2010A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systemsarticle · 3 shared references 2010A comparative assessment of ensemble learning for credit scoringarticle · 3 shared references 2011CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATUREarticle · 3 shared references 2011Two credit scoring models based on dual strategy ensemble treesarticle · 3 shared references

Details

Year2008

Typearticle

Published2008-02-09

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations336

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/j.eswa.2008.01.005

openalex_workW2088048599

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