Geoffroy Simon

Time series forecasting with SOM and local non-linear models - Application to the DAX30 index prediction

Simon Dablemont, Geoffroy Simon, Amaury Lendasse et al. · 2003 · 44 citations

Business, Data Science, Finance +14

Unfolding preprocessing for meaningful time series clustering

Geoffroy Simon, John A. Lee, Michel Verleysen · Neural Networks · 2006 · 24 citations

Computing, Data Science, Data Mining +8

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

Geoffroy Simon, Michel Verleysen · Neurocomputing · 2007 · 22 citations

Computing, Biostatistics, Electrical Engineering +16

Double quantization of the regressor space for long-term time series prediction: method and proof of stability

Geoffroy Simon, Amaury Lendasse, Marie Cottrell et al. · Neural Networks · 2004 · 21 citations

Computing, Mathematics, Financial Econometrics +9

Fast bootstrap for Least-Square Support Vector Machines

Amaury Lendasse, Geoffroy Simon, Vincent Wertz et al. · 2004 · 13 citations

Computing, Computer Science, Data Mining +14