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Model combination for credit risk assessment: A stacked generalization approach · Study

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ArticleModel combination for credit risk assessment: A stacked generalization approach

Michael Doumpos2006

Article2006

Model combination for credit risk assessment: A stacked generalization approach

Michael Doumpos · Constantin Zopounidis

61 citations·0/0 files stored·Annals of Operations Research

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Financial Distress and Bankruptcy Prediction Forecasting Techniques and Applications Imbalanced Data Classification Techniques

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References

1965Fuzzy sets 1996Fuzzy sets 1995Journal of the American Statistical Association 1969The Combination of Forecasts 2001Forecasting Bankruptcy More Accurately: A Simple Hazard Model 2004Assessing the Probability of Bankruptcy 2003Credit rating analysis with support vector machines and neural networks: a market comparative study 2003Benchmarking state-of-the-art classification algorithms for credit scoring

Cited by

2017A combined methodology for the concurrent evaluation of the business, financial and sports performance of football clubs: the case of France 2020A new preference disaggregation TOPSIS approach applied to sort corporate bonds based on financial statements and expert's assessment 2014MCDM APPROACH TO EVALUATING BANK LOAN DEFAULT MODELS 2019Forecasting bankruptcy using biclustering and neural network-based ensembles 2022BACS: blockchain and AutoML-based technology for efficient credit scoring classification 2024

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2020The application of PROMETHEE multi-criteria decision aid in financial decision making: Case of distress prediction models evaluationarticle · 7 shared references 2003A multicriteria classification approach based on pairwise comparisonsarticle · 6 shared references 2008Handbook of Financial Engineeringbook · 6 shared references 2007A multicriteria approach for rating the credit risk of financial institutionsarticle · 6 shared references 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 dataarticle · 5 shared references 2016Multivariate analysis of credit risk and bankruptcy research data: a bibliometric study involving different knowledge fields (1968–2014)article · 5 shared references

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Year2006

Typearticle

Published2006-11-09

VenueAnnals of Operations Research

ISSN-L0254-5330

Languageen

Citations61

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1007/s10479-006-0120-x

openalex_workW1980798497

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