Comprehensible credit scoring models using rule extraction from support vector machines
Martens, David, Baesens, Bart, Van Gestel, Tony, Vanthienen, Jan
Published in European journal of operational research (16.12.2007)
Published in European journal of operational research (16.12.2007)
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Journal Article
Decompositional Rule Extraction from Support Vector Machines by Active Learning
Martens, D., Baesens, B.B., Van Gestel, T.
Published in IEEE transactions on knowledge and data engineering (01.02.2009)
Published in IEEE transactions on knowledge and data engineering (01.02.2009)
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Journal Article
Benchmarking Least Squares Support Vector Machine Classifiers
van Gestel, Tony, Suykens, Johan A.K., Baesens, Bart, Viaene, Stijn, Vanthienen, Jan, Dedene, Guido, de Moor, Bart, Vandewalle, Joos
Published in Machine learning (01.01.2004)
Published in Machine learning (01.01.2004)
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Journal Article
A Novel Credit Rating Migration Modeling Approach Using Macroeconomic Indicators
Berteloot, Koen, Verbeke, Wouter, Castermans, Gerd, Van Gestel, Tony, Martens, David, Baesens, Bart
Published in Journal of forecasting (01.11.2013)
Published in Journal of forecasting (01.11.2013)
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Journal Article
A process model to develop an internal rating system: Sovereign credit ratings
Van Gestel, Tony, Baesens, Bart, Van Dijcke, Peter, Garcia, Joao, Suykens, Johan A.K., Vanthienen, Jan
Published in Decision Support Systems (01.11.2006)
Published in Decision Support Systems (01.11.2006)
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Journal Article
Forecasting and analyzing insurance companies' ratings
Van Gestel, Tony, Martens, David, Baesens, Bart, Feremans, Daniel, Huysmans, Johan, Vanthienen, Jan
Published in International journal of forecasting (01.07.2007)
Published in International journal of forecasting (01.07.2007)
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Journal Article
Least squares support vector machines
Suykens, Johan A. K, Gestel, Tony Van, Brabanter, Jos De, Moor, Bart De, Vandewalle, Joos
Year of Publication 2002
Year of Publication 2002
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A Bayesian nonlinear support vector machine error correction model
Van Gestel, Tony, Espinoza, Marcelo, Baesens, Bart, Suykens, Johan A. K., Brasseur, Carine, De Moor, Bart
Published in Journal of forecasting (01.03.2006)
Published in Journal of forecasting (01.03.2006)
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Journal Article
From linear to non-linear kernel based classifiers for bankruptcy prediction
Van Gestel, Tony, Baesens, Bart, Martens, David
Published in Neurocomputing (Amsterdam) (01.10.2010)
Published in Neurocomputing (Amsterdam) (01.10.2010)
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Journal Article
On an Alternative Parameterization of the Solutions of the Partial Realization Problem
Tony Van Gestel, Marc Van Barel, De Moor, Bart
Published in Acta applicandae mathematicae (01.05.2000)
Published in Acta applicandae mathematicae (01.05.2000)
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Journal Article
Financial time series prediction using least squares support vector machines within the evidence framework
Van Gestel, T., Suykens, J.A.K., Baestaens, D.-E., Lambrechts, A., Lanckriet, G., Vandaele, B., De Moor, B., Vandewalle, J.
Published in IEEE transactions on neural networks (01.07.2001)
Published in IEEE transactions on neural networks (01.07.2001)
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Journal Article
Credit rating prediction using Ant Colony Optimization
Martens, D, Van Gestel, T, De Backer, M, Haesen, R, Vanthienen, J, Baesens, B
Published in The Journal of the Operational Research Society (01.04.2010)
Published in The Journal of the Operational Research Society (01.04.2010)
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Journal Article
Failure prediction with self organizing maps
Huysmans, Johan, Baesens, Bart, Vanthienen, Jan, van Gestel, Tony
Published in Expert systems with applications (01.04.2006)
Published in Expert systems with applications (01.04.2006)
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Journal Article
A proposed framework for backtesting loss given default models
Loterman, Gert, Debruyne, Michiel, Vanden Branden, Karlien, Van Gestel, Tony, Mues, Christophe
Published in Journal of risk model validation (01.03.2014)
Published in Journal of risk model validation (01.03.2014)
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Journal Article
An Overview and Framework for PD Backtesting and Benchmarking
Castermans, G., Martens, D., Van Gestel, T., Hamers, B., Baesens, B.
Published in The Journal of the Operational Research Society (01.03.2010)
Published in The Journal of the Operational Research Society (01.03.2010)
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Journal Article
Conference Proceeding