2008 |
15 | EE | Damien François:
Methodology and standards for data analysis with machine learning tools.
ESANN 2008: 239-246 |
14 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | Damien François,
Vincent Wertz,
Michel Verleysen:
The Concentration of Fractional Distances.
IEEE Trans. Knowl. Data Eng. 19(7): 873-886 (2007) |
8 | EE | 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 | EE | Damien François,
Vincent Wertz,
Michel Verleysen:
The permutation test for feature selection by mutual information.
ESANN 2006: 239-244 |
6 | EE | Fabrice Rossi,
Damien François,
Vincent Wertz,
Michel Verleysen:
A Functional Approach to Variable Selection in Spectrometric Problems.
ICANN (1) 2006: 11-20 |
2005 |
5 | EE | Damien François,
Vincent Wertz,
Michel Verleysen:
Non-Euclidean metrics for similarity search in noisy datasets.
ESANN 2005: 339-344 |
4 | EE | Michel Verleysen,
Damien François:
The Curse of Dimensionality in Data Mining and Time Series Prediction.
IWANN 2005: 758-770 |
3 | EE | 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 | EE | 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 | EE | Amaury Lendasse,
Damien François,
Vincent Wertz,
Michel Verleysen:
Nonlinear Time Series Prediction by Weighted Vector Quantization.
International Conference on Computational Science 2003: 417-426 |