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A Deep Learning Approach to Competing Risks Representation in Peer-to-Peer Lending

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References

2016Deep Direct Reinforcement Learning for Financial Signal Representation and Trading821 cited
2015Predicting Credit Risk in Peer-to-Peer Lending: A Neural Network Approach152 cited
2010Credit scorecard based on logistic regression with random coefficients63 cited

Cited by

2023A novel deep ensemble model for imbalanced credit scoring in internet finance44 cited
2019A Novel Reject Inference Model Using Outlier Detection and Gradient Boosting Technique in Peer-to-Peer Lending44 cited
2021Forecasting loss given default for peer-to-peer loans via heterogeneous stacking ensemble approach42 cited
2021Leveraging Multisource Heterogeneous Data for Financial Risk Prediction: A Novel Hybrid-Strategy-Based Self-Adaptive Method39 cited
2020Delinquent Events Prediction in Temporal Networked-Guarantee Loans37 cited
2019A Dynamic Default Prediction Framework for Networked-guarantee Loans35 cited
2020Contagious Chain Risk Rating for Networked-guarantee Loans32 cited
2022Multi-view representation learning with Kolmogorov-Smirnov to predict default based on imbalanced and complex dataset25 cited
2022The profitability of online loans: A competing risks analysis on default and prepayment24 cited
2021Data-driven approaches in FinTech: a survey21 cited
2018

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A Blended Deep Learning Approach for Predicting User Intended Actions

19 cited

2024Improving credit risk assessment in P2P lending with explainable machine learning survival analysis17 cited

2021COSLE: Cost sensitive loan evaluation for P2P lending15 cited

2023Success Factors Influencing Peer-to-Peer Lending to Support Financial Innovation12 cited

2020Identifying the Influencing Factors on Investors’ Investment Behavior: An Empirical Study Focusing on the Chinese P2P Lending Market12 cited

2024Multi-view GCN for loan default risk prediction12 cited