Tony Van Gestel

Benchmarking state-of-the-art classification algorithms for credit scoring

Bart Baesens, Tony Van Gestel, Stijn Viaene et al. · Journal of the Operational Research Society · 2003 · 861 citations

Benchmarking Least Squares Support Vector Machine Classifiers

Tony Van Gestel, Johan A. K. Suykens, Bart Baesens et al. · Machine Learning · 2003 · 744 citations · Full text

Support Vector Machine, Classification Method, Image Analysis +13

Financial time series prediction using least squares support vector machines within the evidence framework

Tony Van Gestel, Johan A. K. Suykens, Dirk-Emma Baestaens et al. · IEEE Transactions on Neural Networks · 2001 · 499 citations

Intelligent Forecasting, Volatility Modeling, Support Vector Machine +15

Comprehensible credit scoring models using rule extraction from support vector machines

David Martens, Bart Baesens, Tony Van Gestel et al. · European Journal of Operational Research · 2007 · 418 citations

Engineering, Machine Learning, Credit Score +17

Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis

Tony Van Gestel, Johan A. K. Suykens, Gert Lanckriet et al. · Neural Computation · 2002 · 292 citations