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A Bayesian latent variable model with classification and regression tree approach for behavior and credit scoring

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References

2000Neural network credit scoring models1,032 cited
1989Latent Variable Models and Factor Analysis1,008 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
2004Mining the customer credit using classification and regression tree and multivariate adaptive regression splines378 cited
2011Two credit scoring models based on dual strategy ensemble trees244 cited
1999Financial credit-risk evaluation with neural and neurofuzzy systems236 cited
2010A support vector machine-based model for detecting top management fraud121 cited

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2016Using data mining and neural networks techniques to propose a new hybrid customer behaviour analysis and credit scoring model in banking services based on a developed RFM analysis method

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