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A novel dynamic ensemble selection classifier for an imbalanced data set: An application for credit risk assessment

  • Published:2020-11 Issue: Volume:208 Page:106462
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Hou Wen-hui,Wang Xiao-kang,Zhang Hong-yu,Wang Jian-qiang,Li Lin

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference51 articles.

1. Predictive models for loan default risk assessment;Coser;Econ. Comput. Econ. Cybern.,2019

2. Classifiers consensus system approach for credit scoring;Ala’raj;Knowl.-Based Syst.,2016

3. Financial credit risk assessment: a recent review;Chen;Artif. Intell. Rev.,2016

4. Empirical research of hybridizing principal component analysis with multivariate discriminant analysis and logistic regression for business failure prediction;Li;Expert Syst. Appl.,2011

5. CART-based selection of bankruptcy predictors for the logit model;Brezigarmasten;Expert Syst. Appl.,2012

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