Benchmarking state-of-the-art classification algorithms for credit scoring
Baesens, B, Van Gestel, T, Viaene, S, Stepanova, M, Suykens, J, Vanthienen, J
Published in The Journal of the Operational Research Society (01.06.2003)
Published in The Journal of the Operational Research Society (01.06.2003)
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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
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
Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis
Gestel, T. Van, Suykens, J. A. K., Lanckriet, G., Lambrechts, A., Moor, B. De, Vandewalle, J.
Published in Neural computation (01.05.2002)
Published in Neural computation (01.05.2002)
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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
Neural Network Survival Analysis for Personal Loan Data
B. Baesens, T. Van Gestel, Stepanova, M., D. Van den Poel, J. Vanthienen
Published in The Journal of the Operational Research Society (01.09.2005)
Published in The Journal of the Operational Research Society (01.09.2005)
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Journal Article
Identification of positive real models in subspace identification by using regularization
Goethals, I., Van Gestel, T., Suykens, J., Van Dooren, P., De Moor, B.
Published in IEEE transactions on automatic control (01.10.2003)
Published in IEEE transactions on automatic control (01.10.2003)
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Journal Article
Fit4Surgery for cancer patients during covid-19 lockdown – A systematic review and meta-analysis
van Gestel, T., Groen, L.C.B., Puik, J.R., van Rooijen, S.J., van der Zaag-Loonen, H.J., Schoonmade, L.J., Danjoux, G., Daams, F., Schreurs, W.H., Bruns, E.R.J.
Published in European journal of surgical oncology (01.06.2022)
Published in European journal of surgical oncology (01.06.2022)
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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
A support vector machine formulation to PCA analysis and its kernel version
Suykens, J.A.K., Van Gestel, T., Vandewalle, J., De Moor, B.
Published in IEEE transactions on neural networks (01.03.2003)
Published in IEEE transactions on neural networks (01.03.2003)
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Journal Article
Identification of stable models in subspace identification by using regularization
Van Gestel, T., Suykens, J.A.K., Van Dooren, P., De Moor, B.
Published in IEEE transactions on automatic control (01.09.2001)
Published in IEEE transactions on automatic control (01.09.2001)
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Journal Article
Corrosion properties of alumina and titania NF membranes
Van Gestel, Tim, Vandecasteele, Carlo, Buekenhoudt, Anita, Dotremont, Chris, Luyten, Jan, Van der Bruggen, Bart, Maes, Guido
Published in Journal of membrane science (15.03.2003)
Published in Journal of membrane science (15.03.2003)
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Journal Article
Knowledge discovery in a direct marketing case using least squares support vector machines
Viaene, S., Baesens, B., Van Gestel, T., Suykens, J. A. K., Van den Poel, D., Vanthienen, J., De Moor, B., Dedene, G.
Published in International journal of intelligent systems (01.09.2001)
Published in International journal of intelligent systems (01.09.2001)
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Journal Article
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
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