Geoffroy Simon

14 papers B 5Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2007	J	`jnl`	Forecasting the CATS benchmark with the Double Vector Quantization method. Neurocomputing Geoffroy Simon, John Aldo Lee, Marie Cottrell, Michel Verleysen
2007	J	`jnl`	High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria. Neurocomputing Geoffroy Simon, Michel Verleysen
2007	J	`jnl`	Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps CoRR Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen
2006	B	`conf`	Lag selection for regression models using high-dimensional mutual information. ESANN Geoffroy Simon, Michel Verleysen
2006	J	`jnl`	Unfolding preprocessing for meaningful time series clustering. Neural Networks Geoffroy Simon, John Aldo Lee, Michel Verleysen
2005	J	`jnl`	Fast bootstrap methodology for regression model selection. Neurocomputing Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen
2005	J	`jnl`	Time series forecasting: Obtaining long term trends with self-organizing maps. Pattern Recognit. Lett. Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen
2004	B	`conf`	Double quantization forecasting method for filling missing data in the CATS time series. IJCNN Geoffroy Simon, John Aldo Lee, Michel Verleysen, Marie Cottrell
2004	J	`jnl`	Double quantization of the regressor space for long-term time series prediction: method and proof of stability. Neural Networks Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen
2004	B	`conf`	Fast bootstrap applied to LS-SVM for long term prediction of time series. IJCNN Amaury Lendasse, Vincent Wertz, Geoffroy Simon, Michel Verleysen
2004	B	`conf`	Fast bootstrap for least-square support vector machines. ESANN Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen
2003	—	`conf`	Bootstrap for Model Selection: Linear Approximation of the Optimism. IWANN (1) Geoffroy Simon, Amaury Lendasse, Michel Verleysen
2003	B	`conf`	Fast approximation of the bootstrap for model selection. ESANN Geoffroy Simon, Amaury Lendasse, Vincent Wertz, Michel Verleysen
2003	—	`conf`	On the Effects of Dimensionality on Data Analysis with Neural Networks. IWANN (2) Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz