Damien François

The Concentration of Fractional Distances

Damien François, Vincent Wertz, Michel Verleysen · IEEE Transactions on Knowledge and Data Engineering · 2007 · 312 citations

Euclidean Distance, Concentration Phenomenon, Density Estimation +14

Fast selection of spectral variables with B-spline compression

Fabrice Rossi, Damien François, Vincent Wertz et al. · Chemometrics and Intelligent Laboratory Systems · 2006 · 46 citations · Full text

Sparse Representation, Engineering, Fast Selection +4

Feature clustering and mutual information for the selection of variables in spectral data

Cathérine Krier, Damien François, Fabrice Rossi et al. · 2007 · 44 citations

The permutation test for feature selection by mutual information

Damien François, Vincent Wertz, Michel Verleysen · 2006 · 35 citations

Non Euclidean metrics for similarity search in noisy datasets

Damien François, Vincent Wertz, Michel Verleysen · 2005 · 28 citations

Alternative Metrics, Engineering, Machine Learning +16