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1. • Speech

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   The principle components analysis of a graph, and its relationships to spectral clustering

   Saerens, Marco[UCL] Fouss, François[UCL] Yen, Luh[UCL] Dupont, Pierre[UCL] (2004) Machine Learning: ECML 2004. 15th European Conference on Machine Learning. Proceedings — Pisa, Italy
2. • Speech

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   Inference of pathways from metabolic networks by subgraph extraction

   Faust, Karoline Callut, Jérôme[UCL] Dupont, Pierre[UCL] van Helden, Jacques (2008) Second International Workshop on Machine Learning in Systems Biology (MLSB) — Brussel, Belgium
3. • Speech

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   Feature selection by transfer learning with linear regularized models

   Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2009) Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2009 — Bled, Slovenia
4. • Speech

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   Partially supervised feature selection with regularized linear models

   Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2009) ICML '09 : 26th Annual International Conference on Machine Learning — Montréal, Canada
5. • Speech

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   Inference of pathways from metabolic networks by subgraph extraction

   Faust, Karoline Dupont, Pierre[UCL] Callut, Jérôme[UCL] van Helden, Jacques (2007) Benelux bioinformatics conference BBC07 — Leuven, Belgium
6. • Speech

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   State-merging DFA induction algorithms with mandatory merge constraints

   Lambeau, Bernard[UCL] Damas, Christophe[UCL] Dupont, Pierre[UCL] (2009) Grammatical Inference: Algorithms and Applications. 9th International Colloquim, ICGI 2008 — Saint-Malo, France
7. • Speech

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   Ensemble logistic regression for feature selection

   Zakharov, Roman[UCL] Dupont, Pierre[UCL] (2011) 6th IAPR International Conference on Pattern Recognition in Bioinformatics — Delft, The Netherlands
8. • Speech

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   Robust biomarker identification for cancer diagnosis using ensemble feature selection methods

   Abeel, Thomas Helleputte, Thibault[UCL] Van de Peer, Yves Dupont, Pierre[UCL] Saeys, Yvan (2009) Third International Workshop on Machine Learning in Systems Biology (MLSB) — Ljubljana, Slovenia
9. • Speech

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   A comparative study of path performance metrics predictors

   Narino Mendoza, Juan Pablo[UCL] Donnet, Benoit[UCL] Dupont, Pierre[UCL] (2009) Advances in learning for networking, ACM workshop in conjunction with SIGMETRICS/Performance — Seattle, USA
10. • Speech

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    Filtering for subgraph isomorphism

    Zampelli, Stephane[UCL FSA/INGI] Deville, Yves[UCL] Solnon, Christine Sorlin, Sébastien Dupont, Pierre[UCL] (2007) Principles and Practice of Constraint Programming. 13th International Conference, CP 2007 — Providence, RI, USA
11. • Speech

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    A position-based propagator for the open-shop problem

    Monette, Jean-Noël[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] (2007) Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems. 4th International Conference, CPAIOR 2007 — Brussels, Belgium
12. • Speech

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    Biomarker selection by transfer learning with linear regularized models

    Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2009) Third International Workshop on Machine Learning in Systems Biology (MLSB) — Ljubljana, Slovenia
13. • BookChapter

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    Symmetry breaking in subgraph pattern matching

    Zampelli, Stéphane[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] (2007) Trends in Constraint Programming — [ISBN : 978-1-905209-97-2]
14. • Speech

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    Variance estimators for t-Test ranking influence the stability and predictive performance of microarray gene signatures

    Touleimat, Nizar[UCL] Hernández-Lobato, Daniel[UCL] Dupont, Pierre[UCL] (2010) European Conference on Computational Biology (ECCB10) — Ghent, Belgium, September 26-29, 2010.
15. • Speech

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    Predicting metabolic pathways from bacterial operons and regulons

    Faust, Karoline Croes, Didier Dupont, Pierre[UCL] Van Helden, Jacques (2010) European Conference on Computational Biology (ECCB10) — Ghent, Belgium
16. • Speech

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    A comparative study of normalization and feature selection techniques for breast cancer prognosis from gene expressions

    Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2007) Benelux Bioinformatics conference (BBC'07) — Leuven, Belgiqum
17. • Speech

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    Séparateurs à vaste marge optimisant la fonction Fbeta

    Callut, Jérôme[UCL] Dupont, Pierre[UCL] (2005) CAp 2005, Conférence d'Apprentissage — Nice, France
18. • Speech

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    Apprentissage et évaluation de modèles de langage par des techniques de correction d'erreurs

    Miclet, Laurent Chodorowski, Jacques Dupont, Pierre (1999) Conférence d'Apprentissage — Palaiseau, France
19. • Speech

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    A Bernoulli mixture model for word categorisation

    González, J. Juan, A. Dupont, Pierre Vidal, E. Casacuberta, F. (2001) Proceedings of Simposium Nacional de Reconocimiento de Formas y Análisis de Imágenes — Benicàssim (Spain)
20. • Speech

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    Inférence d'automates et correction d'erreurs pour la classification des protéines

    Kermorvant, C. Dupont, Pierre (2001) Conférence d'Apprentissage — Grenoble
21. • Speech

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    Construction de Modèles de Langages par Inférence d'Automates Typés à partir de Données Etiquetées Automatiquement

    Kermorvant, Christopher de la Higuera, Colin Dupont, Pierre[UCL] (2003) Conférence d'apprentissage — Laval, France
22. • Speech

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    Automatic extraction of relevant nodes in biochemical networks

    Vast, Sébastien[UCL] Dupont, Pierre[UCL] Deville, Yves[UCL] (2005) Atelier Apprentissage et Bioinformatique, CAp 2005, Conférence d'Apprentissage — Nice, France
23. • Speech

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    Inférence Grammaticale Régulière : méthodes semi-itératives et mesure de performance

    Miclet, L. Dupont, Pierre[UCL] Vial, S. (1995) Journées Francophones d'Apprentissage — Grenoble, France
24. • Journal article

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    Inférence grammaticale régulière : fondements théoriques et principaux algorithmes

    Dupont, Pierre Miclet, Laurent (1998) Institut National de Recherche en Informatique et en Automatique. Rapports de Recherche — , no. 3449, p. 1-83 (1998)
25. • Journal article

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    Des évaluations des systèmes de vérification du locuteur à la mise en cause des expertises vocales en identification juridique

    Boë, Louis-Jean Bimbot, Frédéric Bonastre, Jean-François[Université d'Avignon et des Pays de Vaucluse] Dupont, Pierre[UCL] (1999) Cahiers d'Etudes et de Recherches Francophones. Langues — Vol. 2, no. 4, p. 270--288 (1999)

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