A comparative assessment of ensemble learning for credit scoring
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Jian Ma | Gang Wang | Jin-Xing Hao | Hongbing Jiang | G. Wang | Jian Ma | Jin-Xing Hao | Hongbing Jiang
[1] Ralf Stecking,et al. Support vector machines for classifying and describing credit applicants: detecting typical and critical regions , 2005, J. Oper. Res. Soc..
[2] Thomas G. Dietterich. Machine-Learning Research , 1997, AI Mag..
[3] R. Schapire. The Strength of Weak Learnability , 1990, Machine Learning.
[4] Ling Liu,et al. Encyclopedia of Database Systems , 2009, Encyclopedia of Database Systems.
[5] Johan A. K. Suykens,et al. Benchmarking state-of-the-art classification algorithms for credit scoring , 2003, J. Oper. Res. Soc..
[6] L. Thomas. A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers , 2000 .
[7] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .
[8] Lars Kai Hansen,et al. Neural Network Ensembles , 1990, IEEE Trans. Pattern Anal. Mach. Intell..
[9] Vijay S. Desai,et al. A comparison of neural networks and linear scoring models in the credit union environment , 1996 .
[10] David J. Hand,et al. Statistical Classification Methods in Consumer Credit Scoring: a Review , 1997 .
[11] Ingoo Han,et al. A case-based approach using inductive indexing for corporate bond rating , 2001, Decis. Support Syst..
[12] Soushan Wu,et al. Credit rating analysis with support vector machines and neural networks: a market comparative study , 2004, Decis. Support Syst..
[13] Yoav Freund,et al. Experiments with a New Boosting Algorithm , 1996, ICML.
[14] J. Friedman. Multivariate adaptive regression splines , 1990 .
[15] B.V. Dasarathy,et al. A composite classifier system design: Concepts and methodology , 1979, Proceedings of the IEEE.
[16] Leo Breiman,et al. Bagging Predictors , 1996, Machine Learning.
[17] Kin Keung Lai,et al. Credit risk assessment with a multistage neural network ensemble learning approach , 2008, Expert Syst. Appl..
[18] Chihli Hung,et al. A selective ensemble based on expected probabilities for bankruptcy prediction , 2009, Expert Syst. Appl..
[19] Terry Windeatt,et al. Decision Tree Simplification For Classifier Ensembles , 2004, Int. J. Pattern Recognit. Artif. Intell..
[20] Mu-Chen Chen,et al. Credit scoring with a data mining approach based on support vector machines , 2007, Expert Syst. Appl..
[21] David H. Wolpert,et al. Stacked generalization , 1992, Neural Networks.
[22] R. Polikar,et al. Ensemble based systems in decision making , 2006, IEEE Circuits and Systems Magazine.
[23] Alan K. Reichert,et al. An Examination of the Conceptual Issues Involved in Developing Credit-Scoring Models , 1983 .
[24] Gordon V. Karels,et al. Multivariate Normality and Forecasting of Business Bankruptcy , 1987 .
[25] David West,et al. Neural network credit scoring models , 2000, Comput. Oper. Res..