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A survey of the issues in consumer credit modelling research

5 references·16 citing·43 second hop

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References

2002Credit Scoring and Its Applications669 cited
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1987Credit Granting: A Comparative Analysis of Classification Procedures163 cited
1997Credit-scoring models in the credit-union environment using neural networks and genetic algorithms151 cited
2000Credit scoring using neural and evolutionary techniques151 cited

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2018Dynamic ensemble classification for credit scoring using soft probability118 cited
2011Credit risk evaluation using a weighted least squares SVM classifier with design of experiment for parameter selection98 cited
2014Compulsive buying and credit card misuse among credit card holders: The roles of self-esteem, materialism, impulsive buying and budget constraint92 cited
2018Credit Risk Research: Review and Agenda90 cited
2013Quantitative credit risk assessment using support vector machines: Broad versus Narrow default definitions83 cited
2015

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Credit Risk Scoring with Bayesian Network Models

80 cited

2006Credit Risk Analysis Using a Reliability-Based Neural Network Ensemble Model76 cited

2010Malaysian consumers' credit card usage behavior74 cited

2009Credit scoring for profitability objectives72 cited

2007Separating financial from commercial customer churn: A modeling step towards resolving the conflict between the sales and credit department64 cited

2006Credit Risk Evaluation with Least Square Support Vector Machine62 cited

2009Consumer finance: challenges for operational research62 cited

2013Balancing accuracy, complexity and interpretability in consumer credit decision making: A C-TOPSIS classification approach62 cited