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ArticleThe evaluation of consumer loans using support vector machines

Shiue-Lin Li2005

Article2005

The evaluation of consumer loans using support vector machines

Shiue-Lin Li · Weissor Shiue

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

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Financial Distress and Bankruptcy Prediction Data Mining and Machine Learning Applications Evaluation and Optimization Models

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References

2003Financial time series forecasting using support vector machines 2001Application of support vector machines in financial time series forecasting 2004Forecasting stock market movement direction with support vector machine 1997Statistical Classification Methods in Consumer Credit Scoring: A Review 2000Neural network credit scoring models 2003Credit rating analysis with support vector machines and neural networks: a market comparative study 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters 2004An application of support vector machines in bankruptcy prediction model

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2009Detecting stock-price manipulation in an emerging market: The case of Turkey 2011Credit risk evaluation using neural networks: Emotional versus conventional models 2015How low can you go? — Overcoming the inability of lenders to set proper interest rates on unsecured peer-to-peer lending markets 2009The consumer loan default predicting model – An application of DEA–DA and neural network 2014Credit rating with a monotonicity-constrained support vector machine model

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Year2005

Typearticle

Published2005-08-26

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations135

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/j.eswa.2005.07.041

openalex_workW2011441697

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2008A support vector machine model for contractor prequalification

2015A new dynamic modeling framework for credit risk assessment

2009A NEURAL NETWORK MODEL FOR CREDIT RISK EVALUATION