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ArticleA new dynamic modeling framework for credit risk assessment

Maria Rocha Sousa2015

OA

Articlegreen2015

A new dynamic modeling framework for credit risk assessment

Maria Rocha Sousa · João Manuel Portela da Gama · Elísio Fernando Moreira Brandão

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

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Financial Distress and Bankruptcy Prediction Credit Risk and Financial Regulations Imbalanced Data Classification Techniques

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References

1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY 2000Neural network credit scoring models 2003Benchmarking state-of-the-art classification algorithms for credit scoring 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters 2002Credit Scoring and Its Applications 1996A comparison of neural networks and linear scoring models in the credit union environment 2010A comparative assessment of ensemble learning for credit scoring 2007Recent developments in consumer credit risk assessment

Cited by

2022Credit scoring methods: Latest trends and points to consider 2023Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methods 2017Multi Criteria Decision Making in Financial Risk Management with a Multi-objective Genetic Algorithm 2017Incorporating sequential information in bankruptcy prediction with predictors based on Markov for discrimination 2018Multiple instance learning for credit risk assessment with transaction data

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2014An insight into the experimental design for credit risk and corporate bankruptcy prediction systemsarticle · 15 shared references 2016Predicting creditworthiness in retail banking with limited scoring dataarticle · 12 shared references 2023Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methodsarticle · 11 shared references 2016Classification methods applied to credit scoring: Systematic review and overall comparisonreview · 11 shared references 2008Bio-Inspired Credit Risk Analysisbook · 11 shared references 2015Social credit: a comprehensive literature reviewarticle · 10 shared references

Details

Year2015

Typearticle

Published2015-10-23

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations82

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/j.eswa.2015.09.055

openalex_workW2156357252

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2018Three local search-based methods for feature selection in credit scoring

2019Credit Risk Assessment Model for Small and Micro-Enterprises: The Case of Lithuania

2017Credit Scoring in Microfinance Using Non-traditional Data