Scinovex
articleTop 1% cited

Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters

Expert Systems with Applications · 2005 · Vol. 28(4) · pp. 603–614
Min JiangYoung‐Chan Lee
Financial Distress and Bankruptcy PredictionImbalanced Data Classification TechniquesStock Market Forecasting MethodsSupport vector machineBankruptcy predictionComputer scienceArtificial intelligenceMachine learningLogistic regressionKernel (algebra)LogitStability (learning theory)Artificial neural network
Citations
860
FWCI
49.30
field-weighted impact
References
67
Percentile
100%
vs. same field & year
Citations per year
Cited by
Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review
European Journal of Operational Research · 2006 · 1,058 citations
Machine learning models and bankruptcy prediction
Expert Systems with Applications · 2017 · 850 citations
Consumer credit-risk models via machine-learning algorithms
Journal of Banking & Finance · 2010 · 704 citations
References
Early warning of bank failure
Journal of Banking & Finance · 1977 · 958 citations
Statistical Learning Theory
Technometrics · 1999 · 26,915 citations
Support vector machines for spam categorization
IEEE Transactions on Neural Networks · 1999 · 1,463 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.