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1. • Speech

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   Inférence Grammaticale Régulière par Optimisation Génétique à partir d'échantillons positifs et négatifs : la méthode GIG

   Dupont, Pierre[UCL] Pinson, F. (1994) Journées Francophones d'Apprentissage — Strasbourg, France
2. • 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
3. • 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)
4. • 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)
5. • Speech

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   A Markovian approach to the induction of regular string distributions

   Callut, J. Dupont, Pierre[UCL] (2004) 7th International Colloquium on Grammatical Inference — Athens(Greece)
6. • Speech

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   Dynamic Use of Syntactical Knowledge in Continuous Speech Recognition

   Dupont, Pierre (1993) Proceedings European Conference on Speech Communication and Technology — Berlin, Germany
7. • WorkingPaper

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   Lattice based language models

   Dupont, Pierre Rosenfeld, Ronald (1997)
8. • BookChapter

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   Learning Probabilistic Residual Finite Automata

   Esposito, Yann Lemay, Aurélien Denis, François Dupont, Pierre[UCL] (2002) Grammatical Inference: Algorithms and Applications — [ISBN : 3-540-44239-1]
9. • BookChapter

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   Noisy Sequence Classification with Smoothed Markov Chains

   Dupont, Pierre[UCL] (2006) CAp 2006, Conférence d'Apprentissage — [ISBN : 2-7061-1372-3]
10. • Speech

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    Differences in the cytokine profiles of cord blood mononuclear cells from allergic and non-allergic infants

    Lombard, Catherine[UCL] André, Floriane[UCL] Wanty, Catherine[UCL] Paul, Jérôme[UCL] Dupont, Pierre[UCL] Sokal, Etienne[UCL] Smets, Françoise[UCL] (2012) ESPGHAN 2012 — München Bryggeriet (Munchen Brewery) in Stockholm
11. • BookChapter

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    Improved smoothing for Probabilistic Suffix Trees seen as variable order Markov chains

    Kermorvant, Christopher Dupont, Pierre[UCL] (2002) Machine Learning: ECML 2002 — [ISBN : 3-540-44036-4]
12. • BookChapter

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    Smoothing probabilistic automata: an error-correcting approach

    Dupont, Pierre Amengual, Juan-Carlos (2000) Grammatical Inference: Algorithms and Applications — [ISBN : 3-540-41011-2]
13. • Patent

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    Method for classifying a cancer patient as responder or non-responder to immunotherapy

    Dupont, Pierre[UCL] Gaulis, Swann Helleputte, Thibault[UCL] (2010)
14. • Journal article

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

    Dupont, Pierre[UCL] Denis, Eliane[UCL] Esposito, Y (2005) Pattern Recognition — Vol. 38, no. 9, p. 1349-1371 (2005)
15. • Journal article

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    Generating annotated behavior models from end-user scenarios

    Damas, Christophe[UCL] Lambeau, Bernard[UCL] Dupont, Pierre[UCL] van Lamsweerde, Axel[UCL] (2005) IEEE Transactions on Software Engineering — Vol. 31, no. 12, p. 1056-1073 (2005)
16. • Speech

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    Survival Analysis with Cox Regression and Random Non-linear Projections

    Branders, Samuel[UCL] Frenay, Benoît[FUNDP] Dupont, Pierre[UCL] (2015) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges, Belgium
17. • Speech

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    Feasibility of a molecular diagnosis of arthritis based on the iIdentification of specific transcriptomic profiles in knee synovial biopsies

    Focant, Isabelle[UCL] Lobato, Daniel Hernandez[UCL] Ducreux, Julie[UCL] Durez, Patrick[UCL] Nzeusseu Toukap, Adrien[UCL] Elewaut, Dirk Houssiau, Frédéric[UCL] Dupont, Pierre[UCL] Lauwerys, Bernard[UCL] (2011) 75th Annual scientific meeting of the American College of Rheumatology ; 46th Annual scientific meeting of the Association of Rheumatology Health Professionals — Chicago, IL, USA
18. • Journal article

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    Type 1 and 2 mixtures of Kullback-Leibler divergences as cost functions in dimensionality reduction based on similarity preservation

    Lee, John Aldo[UCL] Renard, Emilie[UCL] Bernard, G. Dupont, Pierre[UCL] Verleysen, M. (2013) Neurocomputing — Vol. 112, no. 1, p. 92-108 (2013)
19. • Speech

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    Kernel methods for mixed feature selection

    Paul, Jérôme[UCL] Dupont, Pierre[UCL] (2014) 22th European Symposium on Artificial Neural Networks (ESANN'14) — Bruges, Belgium

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