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
5892010
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
3002004
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
1952000
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
1822005
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
1712005
Regular grammatical inference from positive and negative samples by genetic search: the GIG method
P Dupont
International Colloquium on Grammatical Inference, 236-245, 1994
1641994
What is the search space of the regular inference?
P Dupont, L Miclet, E Vidal
Grammatical Inference and Applications, 25-37, 1994
1531994
Incremental regular inference
P Dupont
International Colloquium on Grammatical Inference, 222-237, 1996
1351996
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
1312012
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
1242005
L'approche par problèmes et par projets dans l'enseignement supérieur: impact, enjeux et défis
B Galand, M Frenay
Presses univ. de Louvain, 2005
1232005
Pathway discovery in metabolic networks by subgraph extraction
K Faust, P Dupont, J Callut, J Van Helden
Bioinformatics 26 (9), 1211-1218, 2010
1152010
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
982013
Generalized Spike-and-Slab Priors for Bayesian Group Feature Selection Using Expectation Propagation.
D Hernández-Lobato, JM Hernández-Lobato, P Dupont
Journal of Machine Learning Research 14 (7), 2013
942013
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
742008
Robust multi-class Gaussian process classification
D Hernández-Lobato, J Hernández-lobato, P Dupont
Advances in neural information processing systems 24, 280-288, 2011
672011
Être enseignant: Magister? Metteur en scène?
B Raucent, C Vander Borght
De Boeck Supérieur, 2006
64*2006
The deviation constraint
P Schaus, Y Deville, P Dupont, JC Régin
International Conference on Integration of Artificial Intelligence (AI) and …, 2007
612007
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
582006
STAMINA: a competition to encourage the development and assessment of software model inference techniques
N Walkinshaw, B Lambeau, C Damas, K Bogdanov, P Dupont
Empirical software engineering 18 (4), 791-824, 2013
512013
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