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Reject inference, augmentation, and sample selection

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References

2003Sample selection bias in credit scoring models130 cited
2003Does reject inference really improve the performance of application scoring models?88 cited

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2019A Novel Reject Inference Model Using Outlier Detection and Gradient Boosting Technique in Peer-to-Peer Lending44 cited
2015A comparative analysis of the UK and Italian small businesses using Generalised Extreme Value models43 cited
2024Advancing credit risk modelling with Machine Learning: A comprehensive review of the state-of-the-art42 cited
2021A graph-based semi-supervised reject inference framework considering imbalanced data distribution for consumer credit scoring41 cited
2022Reject inference in credit scoring using a three-way decision and safe semi-supervised support vector machine40 cited
2019Using Bayesian networks to perform reject inference38 cited
2009Credit scoring and decision making in Egyptian public sector banks

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28 cited

2009Reject inference in survival analysis by augmentation25 cited

2020A new approach in reject inference of using ensemble learning based on global semi-supervised framework20 cited

2021Reject inference methods in credit scoring19 cited

2022RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring17 cited