 | 2009 |
| 17 |  | Marie Cottrell,
Patrice Gaubert,
Cédric Eloy,
Damien François,
Geoffroy Hallaux,
Jérôme Lacaille,
Michel Verleysen:
Fault Prediction in Aircraft Engines Using Self-Organizing Maps.
WSOM 2009: 37-44 |
| 16 |  | Michel Verleysen,
Fabrice Rossi,
Damien François:
Advances in Feature Selection with Mutual Information
CoRR abs/0909.0635: (2009) |
| 2008 |
| 15 |  | Damien François:
Methodology and standards for data analysis with machine learning tools.
ESANN 2008: 239-246 |
| 14 |  | Catherine 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 |
| 13 |  | Catherine Krier,
Damien François,
Fabrice Rossi,
Michel Verleysen:
Feature clustering and mutual information for the selection of variables in spectral data.
ESANN 2007: 157-162 |
| 12 |  | Fabrice 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) |
| 11 |  | Fabrice Rossi,
Damien François,
Vincent Wertz,
Marc Meurens,
Michel Verleysen:
Fast Selection of Spectral Variables with B-Spline Compression
CoRR abs/0709.3639: (2007) |
| 10 |  | Damien François,
Fabrice Rossi,
Vincent Wertz,
Michel Verleysen:
Resampling methods for parameter-free and robust feature selection with mutual information
CoRR abs/0709.3640: (2007) |
| 9 |  | Damien François,
Vincent Wertz,
Michel Verleysen:
The Concentration of Fractional Distances.
IEEE Trans. Knowl. Data Eng. 19(7): 873-886 (2007) |
| 8 |  | Damien 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 |
| 7 |  | Damien François,
Vincent Wertz,
Michel Verleysen:
The permutation test for feature selection by mutual information.
ESANN 2006: 239-244 |
| 6 |  | Fabrice Rossi,
Damien François,
Vincent Wertz,
Michel Verleysen:
A Functional Approach to Variable Selection in Spectrometric Problems.
ICANN (1) 2006: 11-20 |
| 2005 |
| 5 |  | Damien François,
Vincent Wertz,
Michel Verleysen:
Non-Euclidean metrics for similarity search in noisy datasets.
ESANN 2005: 339-344 |
| 4 |  | Michel Verleysen,
Damien François:
The Curse of Dimensionality in Data Mining and Time Series Prediction.
IWANN 2005: 758-770 |
| 3 |  | Amaury 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 |
| 2 |  | Michel Verleysen,
Damien François,
Geoffroy Simon,
Vincent Wertz:
On the Effects of Dimensionality on Data Analysis with Neural Networks.
IWANN (2) 2003: 105-112 |
| 1 |  | Amaury Lendasse,
Damien François,
Vincent Wertz,
Michel Verleysen:
Nonlinear Time Series Prediction by Weighted Vector Quantization.
International Conference on Computational Science 2003: 417-426 |