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Survey paper | Articles searched | Objective | Difference from this paper |
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[28] | 165 | Research on the bankruptcy risk of financial institutions | Internet financial risk management was not mentioned |
Investigation of model type by decade | The application of ML algorithm was not involved |
Compare model performance | Credit risk was not considered |
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[29] | 214 | Research on the application of traditional credit card scoring model | Deep learning models were not covered |
Comparing models based on performance |
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[30] | 130 | ML in financial crisis prediction | Credit risk was not covered |
Focus on private enterprise | Not related to financial industry |
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[31] | Not specified | Comparing models based on credit rating | Internet financial risk management was not mentioned |
Lack of evidence to prove that it is advisable to introduce ML algorithm into credit card scoring model |
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[32] | 187 | Proposing a new method for scoring | Deep learning models were not covered |
Compare traditional techniques | Internet financial risk management was not included |
Conceptual discussion |
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[33] | 6 | Focus on bankruptcy prediction | Internet financial risk management was not included |
Models are compared based on design, datasets, and baselines | Credit risk was not covered |
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[34, 35] | 49 | The search for models to predict the prices of financial markets | Internet financial risk management was not included |
Credit risk was not covered |
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