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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. 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]
   
4. 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]
   
5. Michel Verleysen, Damien François
   The Curse of Dimensionality in Data Mining and Time Series Prediction. [Citation Graph (0, 0)][DBLP]
   IWANN, 2005, pp:758-770 [Conf]
   
6. 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]
   
7. 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]
   
8. 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]
   
9. 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]
   
10. 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]
    
11. 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]
    
12. 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]
    
13. 
    Advances in Feature Selection with Mutual Information. [Citation Graph (, )][DBLP]
    
    
14. 
    Feature clustering and mutual information for the selection of variables in spectral data. [Citation Graph (, )][DBLP]
    
    
15. 
    Methodology and standards for data analysis with machine learning tools. [Citation Graph (, )][DBLP]
    
    
16. 
    Fault Prediction in Aircraft Engines Using Self-Organizing Maps. [Citation Graph (, )][DBLP]
    
    
17. 
    A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis [Citation Graph (, )][DBLP]
    
    
18. 
    Advances in Feature Selection with Mutual Information [Citation Graph (, )][DBLP]