Pierre Dupont

Robust biomarker identification for cancer diagnosis with ensemble feature selection methods

Thomas Abeel, Thibault Helleputte, Yves Van de Peer et al. · Bioinformatics · 2009 · 577 citations · Full text

Links between probabilistic automata and hidden Markov models: probability distributions, learning models and induction algorithms

Pierre Dupont, F. Denis, Yann Esposito · Pattern Recognition · 2005 · 142 citations

Engineering, Machine Learning, Data Science +10

Probabilistic DFA Inference using Kullback-Leibler Divergence and Minimality

Franck Thollard, Pierre Dupont, Colin de la Higuera · 2000 · 138 citations

Phase II study of everolimus in patients with locally advanced or metastatic transitional cell carcinoma of the urothelial tract: clinical activity, molecular response, and biomarkers

Emmanuel Seront, Sylvie Rottey, Brieuc Sautois et al. · Annals of Oncology · 2012 · 124 citations · Full text

Urology, Genitourinary Cancer, Medicine +7

Generating annotated behavior models from end-user scenarios

Christophe Damas, Bernard Lambeau, Pierre Dupont et al. · IEEE Transactions on Software Engineering · 2005 · 113 citations

Engineering, Verification, Software Engineering +27