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Ensemble classification based on supervised clustering for credit scoring

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References

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Cited by

2016A new hybrid ensemble credit scoring model based on classifiers consensus system approach161 cited
2020A Comparative Performance Assessment of Ensemble Learning for Credit Scoring152 cited
2021Credit scoring based on tree-enhanced gradient boosting decision trees

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2020A comparative study of forecasting corporate credit ratings using neural networks, support vector machines, and decision trees123 cited

2018Dynamic ensemble classification for credit scoring using soft probability118 cited

2020A novel tree-based dynamic heterogeneous ensemble method for credit scoring109 cited

2020Multi-view ensemble learning based on distance-to-model and adaptive clustering for imbalanced credit risk assessment in P2P lending102 cited

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2022Credit scoring methods: Latest trends and points to consider73 cited

2023Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methods71 cited

2023Detecting financial statement fraud using dynamic ensemble machine learning70 cited

2019Machine learning models and cost-sensitive decision trees for bond rating prediction66 cited

2022Bagging Supervised Autoencoder Classifier for credit scoring66 cited

2021Multi-classification assessment of bank personal credit risk based on multi-source information fusion59 cited

2021The implication of machine learning for financial solvency prediction: an empirical analysis on public listed companies of Bangladesh55 cited

2018Classifier selection and clustering with fuzzy assignment in ensemble model for credit scoring55 cited