Pierre Dupont
Pierre Dupont
Professor of Computer Science, ICTEAM, EPL, Université catholique de Louvain
Adresse e-mail validée de uclouvain.be - Page d'accueil
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Robust biomarker identification for cancer diagnosis with ensemble feature selection methods
T Abeel, T Helleputte, Y Van de Peer, P Dupont, Y Saeys
Bioinformatics 26 (3), 392-398, 2010
5492010
The principal components analysis of a graph, and its relationships to spectral clustering
M Saerens, F Fouss, L Yen, P Dupont
European conference on machine learning, 371-383, 2004
2882004
Probabilistic DFA inference using Kullback-Leibler divergence and minimality
F Thollard, P Dupont, C De La Higuera
17th International Conference on Machine Learning, 975-982, 2000
1882000
Links between probabilistic automata and hidden Markov models: probability distributions, learning models and induction algorithms
P Dupont, F Denis, Y Esposito
Pattern recognition 38 (9), 1349-1371, 2005
1732005
Regular grammatical inference from positive and negative samples by genetic search: the GIG method
P Dupont
International Colloquium on Grammatical Inference, 236-245, 1994
1621994
Generating annotated behavior models from end-user scenarios
C Damas, B Lambeau, P Dupont, A Van Lamsweerde
IEEE Transactions on Software Engineering 31 (12), 1056-1073, 2005
1612005
What is the search space of the regular inference?
P Dupont, L Miclet, E Vidal
Grammatical Inference and Applications, 25-37, 1994
1591994
Incremental regular inference
P Dupont
International Colloquium on Grammatical Inference, 222-237, 1996
1311996
Cp (graph): Introducing a graph computation domain in constraint programming
G Dooms, Y Deville, P Dupont
International Conference on Principles and Practice of Constraint …, 2005
1272005
Phase II study of everolimus in patients with locally advanced or metastatic transitional cell carcinoma of the urothelial tract: clinical activity, molecular response, and …
E Seront, S Rottey, B Sautois, J Kerger, LA D'Hondt, V Verschaeve, ...
Annals of oncology 23 (10), 2663-2670, 2012
1252012
L'approche par problèmes et par projets dans l'enseignement supérieur: impact, enjeux et défis
B Galand, M Frenay
Presses univ. de Louvain, 2005
1192005
Pathway discovery in metabolic networks by subgraph extraction
K Faust, P Dupont, J Callut, J Van Helden
Bioinformatics 26 (9), 1211-1218, 2010
1082010
Type 1 and 2 mixtures of Kullback–Leibler divergences as cost functions in dimensionality reduction based on similarity preservation
JA Lee, E Renard, G Bernard, P Dupont, M Verleysen
Neurocomputing 112, 92-108, 2013
912013
Generalized spike-and-slab priors for Bayesian group feature selection using expectation propagation
D Hernández-Lobato, JM Hernández-Lobato, P Dupont
The Journal of Machine Learning Research 14 (1), 1891-1945, 2013
912013
Approche logique de l'intelligence artificielle: du traitement de la langue à la logique des systemes experts
A Thayse
Bordas, 1990
69*1990
The QSM algorithm and its application to software behavior model induction
P Dupont, B Lambeau, C Damas, A Lamsweerde
Applied Artificial Intelligence 22 (1-2), 77-115, 2008
662008
The deviation constraint
P Schaus, Y Deville, P Dupont, JC Régin
International Conference on Integration of Artificial Intelligence (AI) and …, 2007
612007
Être enseignant: Magister? Metteur en scène?
B Raucent, C Vander Borght
De Boeck Supérieur, 2006
58*2006
Relevant subgraph extraction from random walks in a graph
P Dupont, J Callut, G Dooms, JN Monette, Y Deville, BP Sainte
Universite Catholique de Louvain, UCL/INGI, Number RR 7, 2006
572006
Robust multi-class Gaussian process classification
D Hernández-Lobato, JM Hernández-Lobato, P Dupont
Advances in neural information processing systems, 280-288, 2011
542011
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