Geoffroy Simon

According to our database, Geoffroy Simon authored at least 13 papers between 2003 and 2007.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2007

High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria.

Geoffroy Simon, Michel Verleysen

Neurocomputing, 2007

Forecasting the CATS benchmark with the Double Vector Quantization method.

Geoffroy Simon, John Aldo Lee, Marie Cottrell, Michel Verleysen

Neurocomputing, 2007

2006

Unfolding preprocessing for meaningful time series clustering.

Geoffroy Simon, John Aldo Lee, Michel Verleysen

Neural Networks, 2006

Lag selection for regression models using high-dimensional mutual information.

Geoffroy Simon, Michel Verleysen

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

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

Fast bootstrap methodology for regression model selection.

Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen

Neurocomputing, 2005

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

Double quantization forecasting method for filling missing data in the CATS time series.

Geoffroy Simon, John Aldo Lee, Michel Verleysen, Marie Cottrell

Proceedings of the IEEE International Joint Conference on Neural Networks, 2004

Fast bootstrap applied to LS-SVM for long term prediction of time series.

Amaury Lendasse, Vincent Wertz, Geoffroy Simon, Michel Verleysen

Proceedings of the IEEE International Joint Conference on Neural Networks, 2004

Fast bootstrap for least-square support vector machines.

Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

On the Effects of Dimensionality on Data Analysis with Neural Networks.

Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Bootstrap for Model Selection: Linear Approximation of the Optimism.

Geoffroy Simon, Amaury Lendasse, Michel Verleysen

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Fast approximation of the bootstrap for model selection.

Geoffroy Simon, Amaury Lendasse, Vincent Wertz, Michel Verleysen

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003