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Multimodel Integrated Enterprise Credit Evaluation Method Based on Attention Mechanism

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References

2019Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach387 cited
2018Credit Risk Analysis Using Machine and Deep Learning Models318 cited
2020A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique234 cited
2019A Bolasso based consistent feature selection enabled random forest classification algorithm: An application to credit risk assessment211 cited
2018A Deep Learning Approach for Credit Scoring of Peer-to-Peer Lending Using Attention Mechanism LSTM148 cited
2020A comparative study of forecasting corporate credit ratings using neural networks, support vector machines, and decision trees123 cited
2018Enterprise credit risk evaluation based on neural network algorithm120 cited
2021A machine learning approach combining expert knowledge with genetic algorithms in feature selection for credit risk assessment115 cited
20202-stage modified random forest model for credit risk assessment of P2P network lending to “Three Rurals” borrowers97 cited
2020Credit Risk Assessment based on Gradient Boosting Decision Tree94 cited
2020New hybrid data mining model for credit scoring based on feature selection algorithm and ensemble classifiers83 cited
2020A two-stage fuzzy neural approach for credit risk assessment in a Brazilian credit card company50 cited

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2022

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Research on PPP Enterprise Credit Dynamic Prediction Model

12 cited

2024Practical insights into predicting defaults in small and medium-sized enterprises10 cited