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Linear versus nonlinear dimensionality reduction for banks’ credit rating prediction · Study

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ArticleLinear versus nonlinear dimensionality reduction for banks’ credit rating prediction

Carlotta Orsenigo2013

Article2013

Linear versus nonlinear dimensionality reduction for banks’ credit rating prediction

Carlotta Orsenigo · Carlo Vercellis

40 citations·0/0 files stored·Knowledge-Based Systems

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Financial Distress and Bankruptcy Prediction Statistical Methods and Applications Face and Expression Recognition

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References

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

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

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2014Forecasting bank credit ratingsarticle · 5 shared references 2012A logical analysis of banks’ financial strength ratingsarticle · 4 shared references 2016Major Challenges Facing Small and Medium-Sized Enterprises in Asia and Solutions for Mitigating Thempreprint · 3 shared references 2015Analysis of Credit Ratings for Small and Medium-Sized Enterprises: Evidence from Asiaarticle · 3 shared references 2012Hybrid models based on rough set classifiers for setting credit rating decision rules in the global banking industryarticle · 3 shared references 2006A multicriteria decision framework for measuring banks' soundness around the worldarticle · 3 shared references

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Year2013

Typearticle

Published2013-03-14

VenueKnowledge-Based Systems

ISSN-L0950-7051

Languageen

Citations40

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/j.knosys.2013.03.001

openalex_workW2043956603

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