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Linear versus nonlinear dimensionality reduction for banks’ credit rating prediction

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References

2006Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review1,068 cited
2003Credit rating analysis with support vector machines and neural networks: a market comparative study1,017 cited
2004The role of non-financial factors in internal credit ratings438 cited
1999A multivariate analysis of the determinants of Moody’s bank financial strength ratings108 cited
2009Assessing bank soundness with classification techniques91 cited
2010The use of hybrid manifold learning and support vector machines in the prediction of business failure83 cited
2012Hybrid models based on rough set classifiers for setting credit rating decision rules in the global banking industry79 cited
2011A note comparing support vector machines and ordered choice models’ predictions of international banks’ ratings58 cited
2012A logical analysis of banks’ financial strength ratings49 cited

Cited by

2022Real-time inflation forecasting using non-linear dimension reduction techniques42 cited
2017Predicting corporate investment/non-investment grade by using interval-valued fuzzy rule-based systems—A cross-region analysis27 cited
2014Dimensionality and data reduction in telecom churn prediction14 cited

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