| 2011 | ESANN | Class-Specific Feature Selection for One-Against-All Multiclass SVMs. | Gal de Lannoy, Damien Franois, Michel Verleysen |
| 2010 | ESANN | Mode estimation in high-dimensional spaces with flat-top kernels: application to image denoising. | Arnaud de Decker, John Aldo Lee, Damien Franois, Michel Verleysen |
| 2009 | ESANN | Supervised variable clustering for classification of NIR spectra. | Catherine Krier, Damien Franois, Fabrice Rossi, Michel Verleysen |
| 2008 | ESANN | Methodology and standards for data analysis with machine learning tools. | Damien Franois |
| 2007 | ESANN | Feature clustering and mutual information for the selection of variables in spectral data. | Catherine Krier, Damien Franois, Fabrice Rossi, Michel Verleysen |
| 2006 | ESANN | The permutation test for feature selection by mutual information. | Damien Franois, Vincent Wertz, Michel Verleysen |
| 2006 | ICANN | A Functional Approach to Variable Selection in Spectrometric Problems. | Fabrice Rossi, Damien Franois, Vincent Wertz, Michel Verleysen |
| 2005 | ESANN | Non-Euclidean metrics for similarity search in noisy datasets. | Damien Franois, Vincent Wertz, Michel Verleysen |
| 2005 | IWANN | The Curse of Dimensionality in Data Mining and Time Series Prediction. | Michel Verleysen, Damien Franois |
| 2003 | ICCS | Nonlinear Time Series Prediction by Weighted Vector Quantization. | Amaury Lendasse, Damien Franois, Vincent Wertz, Michel Verleysen |
| 2003 | IWANN | On the Effects of Dimensionality on Data Analysis with Neural Networks. | Michel Verleysen, Damien Franois, Geoffroy Simon, Vincent Wertz |