Nonlinear Time Series Prediction by Weighted Vector Quantization. - Amaury Lendasse; Damien François; Vincent Wertz; Michel Verleysen (International Conference on Computational Science, 2003)

On the Effects of Dimensionality on Data Analysis with Neural Networks. - Michel Verleysen; Damien François; Geoffroy Simon; Vincent Wertz (IWANN (2), 2003)

Non-Euclidean metrics for similarity search in noisy datasets. - Damien François; Vincent Wertz; Michel Verleysen (ESANN, 2005)

The Curse of Dimensionality in Data Mining and Time Series Prediction. - Michel Verleysen; Damien François (IWANN, 2005)

Vector quantization: a weighted version for time-series forecasting. - Amaury Lendasse; Damien François; Vincent Wertz; Michel Verleysen (Future Gener. Comput. Syst., 2005)

The permutation test for feature selection by mutual information. - Damien François; Vincent Wertz; Michel Verleysen (ESANN, 2006)

A Functional Approach to Variable Selection in Spectrometric Problems. - Fabrice Rossi; Damien François; Vincent Wertz; Michel Verleysen (ICANN (1), 2006)

Feature clustering and mutual information for the selection of variables in spectral data. - Catherine Krier; Damien François; Fabrice Rossi; Michel Verleysen (ESANN, 2007)

Mutual information for the selection of relevant variables in spectrometric nonlinear modelling - Fabrice Rossi; Amaury Lendasse; Damien François; Vincent Wertz; Michel Verleysen (CoRR, 2007)

Fast Selection of Spectral Variables with B-Spline Compression - Fabrice Rossi; Damien François; Vincent Wertz; Marc Meurens; Michel Verleysen (CoRR, 2007)

Resampling methods for parameter-free and robust feature selection with mutual information. - Damien François; Fabrice Rossi; Vincent Wertz; Michel Verleysen (Neurocomputing, 2007)

The Concentration of Fractional Distances. - Damien François; Vincent Wertz; Michel Verleysen (IEEE Trans. Knowl. Data Eng., 2007)

High-dimensional data analysis: optimal metrics and feature selection/. - Damien François (2007)

Methodology and standards for data analysis with machine learning tools. - Damien François (ESANN, 2008)

A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis - Catherine Krier; Fabrice Rossi; Damien François; Michel Verleysen (CoRR, 2008)

Advances in Feature Selection with Mutual Information. - Michel Verleysen; Fabrice Rossi; Damien François (Similarity-Based Clustering, 2009)

Supervised variable clustering for classification of NIR spectra. - Catherine Krier; Damien François; Fabrice Rossi; Michel Verleysen (ESANN, 2009)

Fault Prediction in Aircraft Engines Using Self-Organizing Maps. - Marie Cottrell; Patrice Gaubert; Cédric Eloy; Damien François; Geoffroy Hallaux; Jérôme Lacaille; Michel Verleysen (WSOM, 2009)

Feature Selection. - Damien François (Encyclopedia of Data Warehousing and Mining, 2009)

Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification. - Gaël de Lannoy; Damien François; Jean Delbeke; Michel Verleysen (BIOSIGNALS, 2010)

Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification. - Gaël de Lannoy; Damien François; Jean Delbeke; Michel Verleysen (BIOSTEC (Selected Papers), 2010)

Feature Selection for Inter-patient Supervised Heart Beat Classification. - Gauthier Doquire; Gaël de Lannoy; Damien François; Michel Verleysen (BIOSIGNALS, 2011)

Class-Specific Feature Selection for One-Against-All Multiclass SVMs. - Gaël de Lannoy; Damien François; Michel Verleysen (ESANN, 2011)

Feature Selection for Interpatient Supervised Heart Beat Classification. - Gauthier Doquire; Gaël de Lannoy; Damien François; Michel Verleysen (Comput. Intell. Neurosci., 2011)

Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising. - Arnaud de Decker; Damien François; Michel Verleysen; John Aldo Lee (Neurocomputing, 2011)

Choosing the Metric: A Simple Model Approach. - Damien François; Vincent Wertz; Michel Verleysen (Meta-Learning in Computational Intelligence, 2011)

Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification. - Gaël de Lannoy; Damien François; Jean Delbeke; Michel Verleysen (IEEE Trans. Biomed. Eng., 2012)

Drop-in efficient self-attention approximation method. - Damien François; Mathis Saillot; Jacques Klein; Tegawendé F. Bissyandé; Alexander Skupin (Mach. Learn., 2025)