Michel Verleysen

Classification in the Presence of Label Noise: A Survey

Benoît Frénay‬, Michel Verleysen · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 1.7K citations

Computing, Computer Science, Computer Vision +8

Unique in the Crowd: The privacy bounds of human mobility

Yves-Alexandre de Montjoye, César A. Hidalgo, Michel Verleysen et al. · Scientific Reports · 2013 · 1.6K citations · Full text

Computing, Geoinformatics, Human Geography +17

The Concentration of Fractional Distances

Damien François, Vincent Wertz, Michel Verleysen · IEEE Transactions on Knowledge and Data Engineering · 2007 · 315 citations

Natural Sciences, Computer Science, Mathematics +12

Quality assessment of dimensionality reduction: Rank-based criteria

John A. Lee, Michel Verleysen · Neurocomputing · 2009 · 300 citations

Computing, Data Science, Psychometrics +11

Nonlinear dimensionality reduction

Michel Verleysen, John A. Lee · Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) · 2009 · 273 citations