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Cluster-based dynamic scoring model

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References

2000Neural network credit scoring models1,032 cited
2000A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers744 cited
1996A comparison of neural networks and linear scoring models in the credit union environment522 cited
2002Differentiating between good credits and bad credits using neuro-fuzzy systems252 cited
2004An integrated data mining and behavioral scoring model for analyzing bank customers234 cited
2003Credit scoring and rejected instances reassigning through evolutionary computation techniques226 cited
2005A comparison of supervised and unsupervised neural networks in predicting bankruptcy of Korean firms219 cited

Cited by

2021Modelling customers credit card behaviour using bidirectional LSTM neural networks78 cited
2009A NEURAL NETWORK MODEL FOR CREDIT RISK EVALUATION78 cited
2018Classifier selection and clustering with fuzzy assignment in ensemble model for credit scoring55 cited
2023Credit risk evaluation using clustering based fuzzy classification method50 cited
2019Dynamic Credit Risk Evaluation Method for E-Commerce Sellers Based on a Hybrid Artificial Intelligence Model50 cited
2020A DYNAMIC CREDIT SCORING MODEL BASED ON SURVIVAL GRADIENT BOOSTING DECISION TREE APPROACH50 cited
2022

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A deep learning model for behavioural credit scoring in banks

46 cited

2012Credit risk Evaluation by hybrid data mining technique46 cited

2008Comparison procedure of predicting the time to default in behavioural scoring40 cited

2012On the impact of disproportional samples in credit scoring models: An application to a Brazilian bank data39 cited

2020Learning latent representations of bank customers with the Variational Autoencoder37 cited

2009Credit scoring and decision making in Egyptian public sector banks28 cited

2019What factors are influencing credit card customer’s default behavior in China? A study based on survival analysis27 cited

2021Credit scoring of small and medium enterprises: a behavioural approach26 cited

2007On the Applicability of Credit Scoring Models in Egyptian Banks25 cited

2016On the modelling of prognosis from delinquency to normal performance on retail consumer loans25 cited