Prediction of Financial Strength Ratings Using Machine Learning and Conventional Techniques
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Hussein A. Abdou | Yan Wang | Collins G. Ntim | Wael M. Abdallah | James Mulkeen | James Mulkeen | C. Ntim | Wael Abdallah | Yan Wang
[1] Hussein A. Abdou,et al. Predicting Creditworthiness in Retail Banking with Limited Scoring Data , 2016, Knowl. Based Syst..
[2] W. Abdallah. The impact of financial and non-financial measures on banks’ financial strength ratings : The case of the Middle East , 2013 .
[3] You-Shyang Chen,et al. Hybrid models based on rough set classifiers for setting credit rating decision rules in the global banking industry , 2013, Knowl. Based Syst..
[4] Hussein A. Abdou,et al. Would Credit Scoring Work for Islamic Finance? A Neural Network Approach , 2013 .
[5] Elisabeth Van Laere,et al. The difference between Moody's and S&P bank ratings: is discretion in the rating process causing a split? , 2013 .
[6] Chih-Chou Chiu,et al. A Bayesian latent variable model with classification and regression tree approach for behavior and credit scoring , 2012, Knowl. Based Syst..
[7] Soner Akkoç,et al. An empirical comparison of conventional techniques, neural networks and the three stage hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) model for credit scoring analysis: The case of Turkish credit card data , 2012, Eur. J. Oper. Res..
[8] Kyoung-jae Kim,et al. A corporate credit rating model using multi-class support vector machines with an ordinal pairwise partitioning approach , 2012, Comput. Oper. Res..
[9] Peter L. Hammer,et al. A logical analysis of banks' financial strength ratings , 2012, Expert Syst. Appl..
[10] Ali Serhan Koyuncugil,et al. Financial early warning system model and data mining application for risk detection , 2012, Expert Syst. Appl..
[11] Lyn C. Thomas,et al. Does segmentation always improve model performance in credit scoring? , 2012, Expert Syst. Appl..
[12] Greta Falavigna,et al. Financial ratings with scarce information: A neural network approach , 2012, Expert Syst. Appl..
[13] You-Shyang Chen,et al. Classifying credit ratings for Asian banks using integrating feature selection and the CPDA-based rough sets approach , 2012, Knowl. Based Syst..
[14] Christophe Mues,et al. An experimental comparison of classification algorithms for imbalanced credit scoring data sets , 2012, Expert Syst. Appl..
[15] Hui Li,et al. Predicting business failure using classification and regression tree: An empirical comparison with popular classical statistical methods and top classification mining methods , 2010, Expert Syst. Appl..
[16] Hussein A. Abdou. Genetic programming for credit scoring: The case of Egyptian public sector banks , 2009, Expert Syst. Appl..
[17] Hussein A. Abdou,et al. Credit scoring and decision making in Egyptian public sector banks , 2009 .
[18] R. Pollin,et al. Why U.S. Financial Markets Need a Public Credit Rating Agency , 2009 .
[19] Vadlamani Ravi,et al. Failure prediction of dotcom companies using hybrid intelligent techniques , 2009, Expert Syst. Appl..
[20] Constantin Zopounidis,et al. Assessing Bank Soundness with Classification Techniques , 2009 .
[21] Wei Ge,et al. Effects of feature construction on classification performance: An empirical study in bank failure prediction , 2009, Expert Syst. Appl..
[22] Junsoo Lee,et al. Do Solicitations Matter in Bank Credit Ratings? Results from a Study of 72 Countries , 2009 .
[23] Hussein A. Abdou. An evaluation of alternative scoring models in private banking , 2009 .
[24] Hussein A. Abdou,et al. Neural nets versus conventional techniques in credit scoring in Egyptian banking , 2008, Expert Syst. Appl..
[25] Vadlamani Ravi,et al. Threshold accepting trained principal component neural network and feature subset selection: Application to bankruptcy prediction in banks , 2008, Appl. Soft Comput..
[26] Vadlamani Ravi,et al. Soft computing system for bank performance prediction , 2008, Appl. Soft Comput..
[27] Michael Doumpos,et al. A multicriteria discrimination approach for the credit rating of Asian banks , 2007 .
[28] Vadlamani Ravi,et al. Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review , 2007, Eur. J. Oper. Res..
[29] Thorsten Poddig,et al. Evaluation of rating systems , 2006, Expert Syst. Appl..
[30] Tian-Shyug Lee,et al. Mining the customer credit using classification and regression tree and multivariate adaptive regression splines , 2006, Comput. Stat. Data Anal..
[31] Michael Firth,et al. Are Unsolicited Credit Ratings Lower? International Evidence from Bank Ratings , 2005 .
[32] Serpil Canbas,et al. Prediction of commercial bank failure via multivariate statistical analysis of financial structures: The Turkish case , 2005, Eur. J. Oper. Res..
[33] Soushan Wu,et al. Credit rating analysis with support vector machines and neural networks: a market comparative study , 2004, Decis. Support Syst..
[34] James W. Kolari,et al. Predicting large US commercial bank failures , 2002 .
[35] Michael Firth,et al. A multivariate analysis of the determinants of Moody's bank financial strength ratings , 1999 .
[36] Edward I. Altman,et al. Financial crises : institutions and markets in a fragile environment , 1978 .
[37] Edward I. Altman,et al. Corporate bankruptcy in America , 1971 .