Fast approximation of the bootstrap for model selection. - Geoffroy Simon; Amaury Lendasse; Vincent Wertz; Michel Verleysen (ESANN, 2003)

Bootstrap for Model Selection: Linear Approximation of the Optimism. - Geoffroy Simon; Amaury Lendasse; Michel Verleysen (IWANN (1), 2003)

On the Effects of Dimensionality on Data Analysis with Neural Networks. - Michel Verleysen; Damien François; Geoffroy Simon; Vincent Wertz (IWANN (2), 2003)

Fast bootstrap for least-square support vector machines. - Amaury Lendasse; Geoffroy Simon; Vincent Wertz; Michel Verleysen (ESANN, 2004)

Fast bootstrap applied to LS-SVM for long term prediction of time series. - Amaury Lendasse; Vincent Wertz; Geoffroy Simon; Michel Verleysen (IJCNN, 2004)

Double quantization forecasting method for filling missing data in the CATS time series. - Geoffroy Simon; John Aldo Lee; Michel Verleysen; Marie Cottrell (IJCNN, 2004)

Double quantization of the regressor space for long-term time series prediction: method and proof of stability. - Geoffroy Simon; Amaury Lendasse; Marie Cottrell; Jean-Claude Fort; Michel Verleysen (Neural Networks, 2004)

Fast bootstrap methodology for regression model selection. - Amaury Lendasse; Geoffroy Simon; Vincent Wertz; Michel Verleysen (Neurocomputing, 2005)

Time series forecasting: Obtaining long term trends with self-organizing maps. - Geoffroy Simon; Amaury Lendasse; Marie Cottrell; Jean-Claude Fort; Michel Verleysen (Pattern Recognit. Lett., 2005)

Lag selection for regression models using high-dimensional mutual information. - Geoffroy Simon; Michel Verleysen (ESANN, 2006)

Unfolding preprocessing for meaningful time series clustering. - Geoffroy Simon; John Aldo Lee; Michel Verleysen (Neural Networks, 2006)

Forecasting the CATS benchmark with the Double Vector Quantization method. - Geoffroy Simon; John Aldo Lee; Marie Cottrell; Michel Verleysen (Neurocomputing, 2007)

High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria. - Geoffroy Simon; Michel Verleysen (Neurocomputing, 2007)