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ORCIDGeoffroy Simon
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2000 – 2009
- 2007
[j6]Geoffroy Simon, Michel Verleysen
:
High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria. Neurocomputing 70(7-9): 1265-1275 (2007)- [j5]Geoffroy Simon, John Aldo Lee, Marie Cottrell, Michel Verleysen:
Forecasting the CATS benchmark with the Double Vector Quantization method. Neurocomputing 70(13-15): 2400-2409 (2007) - [i1]Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen:
Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps. CoRR abs/cs/0701052 (2007) - 2006
- [j4]Geoffroy Simon, John Aldo Lee, Michel Verleysen:
Unfolding preprocessing for meaningful time series clustering. Neural Networks 19(6-7): 877-888 (2006) - [c5]Geoffroy Simon, Michel Verleysen:
Lag selection for regression models using high-dimensional mutual information. ESANN 2006: 395-400 - 2005
- [j3]Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen:
Fast bootstrap methodology for regression model selection. Neurocomputing 64: 161-181 (2005) - [j2]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): 1795-1808 (2005) - 2004
- [j1]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): 1169-1181 (2004) - [c4]Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen:
Fast bootstrap for least-square support vector machines. ESANN 2004: 525-530 - 2003
- [c3]Geoffroy Simon, Amaury Lendasse, Vincent Wertz, Michel Verleysen:
Fast approximation of the bootstrap for model selection. ESANN 2003: 475-480 - [c2]Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz:
On the Effects of Dimensionality on Data Analysis with Neural Networks. IWANN (2) 2003: 105-112 - [c1]Geoffroy Simon, Amaury Lendasse, Michel Verleysen:
Bootstrap for Model Selection: Linear Approximation of the Optimism. IWANN (1) 2003: 182-189
Coauthor Index
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