Geoffroy Simon

Publication Activity (10 Years)

Years Active: 2003-2007
Publications (10 Years): 0

Publications

Geoffroy Simon, John Aldo Lee, Marie Cottrell, Michel Verleysen
Forecasting the CATS benchmark with the Double Vector Quantization method. Neurocomputing 70 (13-15) (2007)
Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen
Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps CoRR (2007)
Geoffroy Simon, Michel Verleysen
High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria. Neurocomputing 70 (7-9) (2007)
Geoffroy Simon, John Aldo Lee, Michel Verleysen
Unfolding preprocessing for meaningful time series clustering. Neural Networks 19 (6-7) (2006)
Geoffroy Simon, Michel Verleysen
Lag selection for regression models using high-dimensional mutual information. ESANN (2006)
Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen
Fast bootstrap methodology for regression model selection. Neurocomputing 64 (2005)
Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen
Time series forecasting: Obtaining long term trends with self-organizing maps. Pattern Recognit. Lett. 26 (12) (2005)
Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen
Fast bootstrap for least-square support vector machines. ESANN (2004)
Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen
Double quantization of the regressor space for long-term time series prediction: method and proof of stability. Neural Networks 17 (8-9) (2004)
Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz
On the Effects of Dimensionality on Data Analysis with Neural Networks. IWANN (2) (2003)
Geoffroy Simon, Amaury Lendasse, Michel Verleysen
Bootstrap for Model Selection: Linear Approximation of the Optimism. IWANN (1) (2003)
Geoffroy Simon, Amaury Lendasse, Vincent Wertz, Michel Verleysen
Fast approximation of the bootstrap for model selection. ESANN (2003)