References

• 1997Credit risk measurement: Developments over the last 20 years809 cited
• 2020Machine learning techniques for credit risk evaluation: a systematic literature review226 cited
• 2014Corporate governance characteristics and default prediction modeling for small enterprises. An empirical analysis of Italian firms203 cited
• 2019A study on predicting loan default based on the random forest algorithm187 cited
• 2020Corporate default forecasting with machine learning168 cited
• 2020An Approach for Prediction of Loan Approval using Machine Learning Algorithm153 cited
• 2006Artificial neural network vs linear discriminant analysis in credit ratings forecast133 cited
• 2020A Comparative Assessment of Credit Risk Model Based on Machine Learning ——a case study of bank loan data124 cited
• 2021Loan default prediction using decision trees and random forest: A comparative study107 cited
• 2019Financial system modeling using deep neural networks (DNNs) for effective risk assessment and prediction94 cited
• 2021Loan default prediction of Chinese P2P market: a machine learning methodology79 cited
• 2010Predicting default of Russian SMEs on the basis of financial and non-financial variables77 cited
• 2019Predictive Models for Loan Default Risk Assessment48 cited
• 2020Corporate Default Forecasting with Machine Learning