Pierre Dupont
Pierre Dupont
Professor of Computer Science, ICTEAM, EPL, Université catholique de Louvain
Verified email at uclouvain.be - Homepage
TitleCited byYear
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, 2009
4812009
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
2622004
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
1802000
What is the search space of the regular inference?
P Dupont, L Miclet, E Vidal
Grammatical Inference and Applications, 25-37, 1994
1591994
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
1562005
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
1522005
Regular grammatical inference from positive and negative samples by genetic search: the GIG method
P Dupont
International Colloquium on Grammatical Inference, 236-245, 1994
1521994
Incremental regular inference
P Dupont
International Colloquium on Grammatical Inference, 222-237, 1996
1281996
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
1222005
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
1182012
L'approche par problèmes et par projets dans l'enseignement supérieur: impact, enjeux et défis
B Galand, M Frenay
Presses univ. de Louvain, 2005
1122005
Pathway discovery in metabolic networks by subgraph extraction
K Faust, P Dupont, J Callut, J Van Helden
Bioinformatics 26 (9), 1211-1218, 2010
1012010
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
852013
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
852013
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
572007
Être enseignant: Magister? Metteur en scène?
B Raucent, C Vander Borght
De Boeck Supérieur, 2006
55*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
492006
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
472013
Semi-supervised classification from discriminative random walks
J Callut, K Françoisse, M Saerens, P Dupont
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
442008
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