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Using data mining predictive models to classify credit card applicants
8 references·0 citing·28 second hop
Using data mining predictive models to classify credit card applicants (2010)Using data mining predictive models to cl…A two-stage dynamic credit scoring model, based on customers’ profile and time horizon (2008)A two-stage dynamic credit sc…Neural nets versus conventional techniques in credit scoring in Egyptian banking (2007)Neural nets versus convention…A credit scoring model for Vietnam's retail banking market (2007)A credit scoring model for Vi…Credit scoring with a data mining approach based on support vector machines (2006)Credit scoring with a data mi…Mining the customer credit using classification and regression tree and multivariate adaptive regression splines (2004)Mining the customer credit us…Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Credit rating analysis with s…Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Statistical Classification Me…A comparison of neural networks and linear scoring models in the credit union environment (1996)A comparison of neural networ…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Unspanned Stochastic Volatility and the Pricing of Commodity Derivatives (2008)Credit scoring for microfinance: is it worth it? (2011)Efficiency in the Vietnamese banking system: A DEA double bootstrap approach (2015)A Stochastic Approximation Method (1951)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)A comparative assessment of ensemble learning for credit scoring (2010)CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE (2011)Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects (2021)A Discriminant Analysis of Predictors of Business Failure (1972)Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Consumer credit-risk models via machine-learning algorithms (2010)Econometric Models and Economic Forecasts (1990)Support vector machine based multiagent ensemble learning for credit risk evaluation (2009)Credit risk evaluation using neural networks: Emotional versus conventional models (2011)An Empirical Comparison of Machine-Learning Methods on Bank Client Credit Assessments (2019)A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers (2000)Neural network credit scoring models (2000)The ethical and policy implications of profiling ‘vulnerable’ customers (2010)Forecasting with artificial neural networks: (1998)Computer assisted customer churn management: State-of-the-art and future trends (2005)An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring (2008)Machine Learning in Financial Crisis Prediction: A Survey (2011)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)Machine behaviour (2019)The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients (2008)
this work references cited by second hop

References

  • 1997Statistical Classification Methods in Consumer Credit Scoring: A Review1,039 cited
  • 2003Credit rating analysis with support vector machines and neural networks: a market comparative study1,017 cited
  • 2006Credit scoring with a data mining approach based on support vector machines805 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
  • 2007Neural nets versus conventional techniques in credit scoring in Egyptian banking168 cited
  • 2007A credit scoring model for Vietnam's retail banking market135 cited
  • 2008A two-stage dynamic credit scoring model, based on customers’ profile and time horizon26 cited

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