References

• 2015Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research1,277 cited
• 1997Statistical Classification Methods in Consumer Credit Scoring: A Review1,039 cited
• 2000Neural network credit scoring models1,032 cited
• 2003Benchmarking state-of-the-art classification algorithms for credit scoring903 cited
• 2011Self-Control, Financial Literacy and Consumer Over-Indebtedness879 cited
• 2000A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers744 cited
• 2002The Household Bankruptcy Decision527 cited
• 2013Islamic and conventional banks' soundness during the 2007–2008 financial crisis454 cited
• 2021Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects438 cited
• 2020Statistical and machine learning models in credit scoring: A systematic literature survey410 cited
• 2011CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE409 cited
• 2005A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines389 cited
• 1993Feedforward Neural Nets as Models for Time Series Forecasting388 cited
• 2004Mining the customer credit using classification and regression tree and multivariate adaptive regression splines