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Damien François

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2008
15EEDamien François: Methodology and standards for data analysis with machine learning tools. ESANN 2008: 239-246
14EECatherine Krier, Fabrice Rossi, Damien François, Michel Verleysen: A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis CoRR abs/0802.0287: (2008)
2007
13EECatherine Krier, Damien François, Fabrice Rossi, Michel Verleysen: Feature clustering and mutual information for the selection of variables in spectral data. ESANN 2007: 157-162
12EEFabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen: Mutual information for the selection of relevant variables in spectrometric nonlinear modelling CoRR abs/0709.3427: (2007)
11EEFabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen: Fast Selection of Spectral Variables with B-Spline Compression CoRR abs/0709.3639: (2007)
10EEDamien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen: Resampling methods for parameter-free and robust feature selection with mutual information CoRR abs/0709.3640: (2007)
9EEDamien François, Vincent Wertz, Michel Verleysen: The Concentration of Fractional Distances. IEEE Trans. Knowl. Data Eng. 19(7): 873-886 (2007)
8EEDamien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen: Resampling methods for parameter-free and robust feature selection with mutual information. Neurocomputing 70(7-9): 1276-1288 (2007)
2006
7EEDamien François, Vincent Wertz, Michel Verleysen: The permutation test for feature selection by mutual information. ESANN 2006: 239-244
6EEFabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen: A Functional Approach to Variable Selection in Spectrometric Problems. ICANN (1) 2006: 11-20
2005
5EEDamien François, Vincent Wertz, Michel Verleysen: Non-Euclidean metrics for similarity search in noisy datasets. ESANN 2005: 339-344
4EEMichel Verleysen, Damien François: The Curse of Dimensionality in Data Mining and Time Series Prediction. IWANN 2005: 758-770
3EEAmaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen: Vector quantization: a weighted version for time-series forecasting. Future Generation Comp. Syst. 21(7): 1056-1067 (2005)
2003
2EEMichel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz: On the Effects of Dimensionality on Data Analysis with Neural Networks. IWANN (2) 2003: 105-112
1EEAmaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen: Nonlinear Time Series Prediction by Weighted Vector Quantization. International Conference on Computational Science 2003: 417-426

Coauthor Index

1Catherine Krier [13] [14]
2Amaury Lendasse [1] [3] [12]
3Marc Meurens [11]
4Fabrice Rossi [6] [8] [10] [11] [12] [13] [14]
5Geoffroy Simon [2]
6Michel Verleysen [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14]
7Vincent Wertz [1] [2] [3] [5] [6] [7] [8] [9] [10] [11] [12]

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)