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ArticleCredit scoring using the hybrid neural discriminant technique

Tian‐Shyug Lee2002

Article2002

Credit scoring using the hybrid neural discriminant technique

Tian‐Shyug Lee · Chih‐Chou Chiu · Chi-Jie Lu · I-Fei Chen

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

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Financial Distress and Bankruptcy Prediction Neural Networks and Applications Forecasting Techniques and Applications

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References

1998Forecasting with artificial neural networks:1997Statistical Classification Methods in Consumer Credit Scoring: A Review 2000Neural network credit scoring models 2000A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers 1996A comparison of neural networks and linear scoring models in the credit union environment 1980A Note on the Comparison of Logit and Discriminant Models of Consumer Credit Behavior

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2010A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems 2005Building credit scoring models using genetic programming 2011Machine Learning in Financial Crisis Prediction: A Survey 2018Application of eXtreme gradient boosting trees in the construction of credit risk assessment models for financial institutions 2007Credit risk assessment with a multistage neural network ensemble learning approach 2008An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring 2008

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2005A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splinesarticle · 5 shared references 2004Mining the customer credit using classification and regression tree and multivariate adaptive regression splinesarticle · 5 shared references 2011Machine Learning in Financial Crisis Prediction: A Surveyarticle · 5 shared references 2011Credit risk evaluation using a weighted least squares SVM classifier with design of experiment for parameter selectionarticle · 5 shared references 2018An artificial intelligence system for predicting customer default in e-commercearticle · 5 shared references 2016Financial innovation: Credit default hybrid model for SME lendingarticle · 5 shared references

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Year2002

Typearticle

Published2002-10-01

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations355

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/s0957-4174(02)00044-1

openalex_workW1995953281

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Feature selection in bankruptcy prediction

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 data