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Publications of Author

1. Damien François, Vincent Wertz, Michel Verleysen
   Non-Euclidean metrics for similarity search in noisy datasets. [Citation Graph (0, 0)][DBLP]
   ESANN, 2005, pp:339-344 [Conf]
   
2. Damien François, Vincent Wertz, Michel Verleysen
   The permutation test for feature selection by mutual information. [Citation Graph (0, 0)][DBLP]
   ESANN, 2006, pp:239-244 [Conf]
   
3. Nicolas Donckers, Amaury Lendasse, Vincent Wertz, Michel Verleysen
   Extraction of intrinsic dimension using CCA - Application to blind sources separation. [Citation Graph (0, 0)][DBLP]
   ESANN, 1999, pp:339-344 [Conf]
   
4. Amaury Lendasse, John Aldo Lee, Eric de Bodt, Vincent Wertz, Michel Verleysen
   Input data reduction for the prediction of financial time series. [Citation Graph (0, 0)][DBLP]
   ESANN, 2001, pp:237-244 [Conf]
   
5. Amaury Lendasse, John Aldo Lee, Vincent Wertz, Michel Verleysen
   Time series forecasting using CCA and Kohonen maps - application to electricity consumption. [Citation Graph (0, 0)][DBLP]
   ESANN, 2000, pp:329-334 [Conf]
   
6. Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen
   Fast bootstrap for least-square support vector machines. [Citation Graph (0, 0)][DBLP]
   ESANN, 2004, pp:525-530 [Conf]
   
7. Geoffroy Simon, Amaury Lendasse, Vincent Wertz, Michel Verleysen
   Fast approximation of the bootstrap for model selection. [Citation Graph (0, 0)][DBLP]
   ESANN, 2003, pp:475-480 [Conf]
   
8. Amaury Lendasse, Vincent Wertz, Michel Verleysen
   Model Selection with Cross-Validations and Bootstraps - Application to Time Series Prediction with RBFN Models. [Citation Graph (0, 0)][DBLP]
   ICANN, 2003, pp:573-580 [Conf]
   
9. Fabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen
   A Functional Approach to Variable Selection in Spectrometric Problems. [Citation Graph (0, 0)][DBLP]
   ICANN (1), 2006, pp:11-20 [Conf]
   
10. Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen
    Nonlinear Time Series Prediction by Weighted Vector Quantization. [Citation Graph (0, 0)][DBLP]
    International Conference on Computational Science, 2003, pp:417-426 [Conf]
    
11. Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz
    On the Effects of Dimensionality on Data Analysis with Neural Networks. [Citation Graph (0, 0)][DBLP]
    IWANN (2), 2003, pp:105-112 [Conf]
    
12. Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen
    Vector quantization: a weighted version for time-series forecasting. [Citation Graph (0, 0)][DBLP]
    Future Generation Comp. Syst., 2005, v:21, n:7, pp:1056-1067 [Journal]
    
13. Amaury Lendasse, John Aldo Lee, Vincent Wertz, Michel Verleysen
    Forecasting electricity consumption using nonlinear projection and self-organizing maps. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2002, v:48, n:1-4, pp:299-311 [Journal]
    
14. Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen
    Fast bootstrap methodology for regression model selection. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:64, n:, pp:161-181 [Journal]
    
15. Damien François, Vincent Wertz, Michel Verleysen
    The Concentration of Fractional Distances. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2007, v:19, n:7, pp:873-886 [Journal]
    
16. C. Stanciulescu, Philippe Fortemps, M. Installé, Vincent Wertz
    Multiobjective fuzzy linear programming problems with fuzzy decision variables. [Citation Graph (0, 0)][DBLP]
    European Journal of Operational Research, 2003, v:149, n:3, pp:654-675 [Journal]
    
17. Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen
    Mutual information for the selection of relevant variables in spectrometric nonlinear modelling [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
    
18. Fabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen
    Fast Selection of Spectral Variables with B-Spline Compression [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
    
19. Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen
    Resampling methods for parameter-free and robust feature selection with mutual information [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
    
20. Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen
    Resampling methods for parameter-free and robust feature selection with mutual information. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:70, n:7-9, pp:1276-1288 [Journal]
    
21. 
    Nonlinear data projection on a sphere with controlled trade-off between trustworthiness and continuity. [Citation Graph (, )][DBLP]
    
    
22. 
    Exponential Observer for a Class of Nonlinear Distributed Parameter Systems with Application to a Nonisothermal Tubular Reactor. [Citation Graph (, )][DBLP]