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Interpretable selective learning in credit risk · Study

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ArticleInterpretable selective learning in credit risk

Dangxing Chen2023

OA

Articlegreen2023

Interpretable selective learning in credit risk

Dangxing Chen · Jiahui Ye

31 citations·0/0 files stored·Research in International Business and Finance

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Financial Distress and Bankruptcy Prediction Explainable Artificial Intelligence (XAI)Imbalanced Data Classification Techniques

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References

2017The EU General Data Protection Regulation (GDPR)2015Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research 1997Statistical Classification Methods in Consumer Credit Scoring: A Review 2003Benchmarking state-of-the-art classification algorithms for credit scoring 2008The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients 2010Consumer credit-risk models via machine-learning algorithms 2021Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis 2022Artificial intelligence and machine learning in finance: A bibliometric review

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2019Estimation Procedures of Using Five Alternative Machine Learning Methods for Predicting Credit Card Defaultarticle · 6 shared references 2014An insight into the experimental design for credit risk and corporate bankruptcy prediction systemsarticle · 5 shared references 2021Multi-classification assessment of bank personal credit risk based on multi-source information fusionarticle · 5 shared references 2018Topological applications of multilayer perceptrons and support vector machines in financial decision support systemsarticle · 5 shared references 2024Who gets the money? A qualitative analysis of fintech lending and credit scoring through the adoption of AI and alternative dataarticle · 5 shared references 2018Predicting credit risk on the basis of financial and non-financial variables and data miningarticle · 5 shared references

Details

Year2023

Typearticle

Published2023-04-01

VenueResearch in International Business and Finance

ISSN-L0275-5319

Languageen

Citations31

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/j.ribaf.2023.101940

openalex_workW4362634342

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