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1. • 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)
2. • Speech

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   Comparative study of statistical word sense discrimination,

   de Marneffe, Marie-Catherine[UCL] Dupont, Pierre[UCL] (2004) Proceedings of the 7th International Conference on Textual Data Statistical Analysis — Louvain-la-Neuve, Belgique
3. • WorkingPaper

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   Learning hidden Markov models to fit long-term dependencies

   Callut, Jérôme[UCL] Dupont, Pierre[UCL] (2005)
4. • 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]
5. • Journal article

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   Generalized spike-and-slab priors for bayesian group feature selection using expectation propagation

   Hernandez Lobato, Daniel Hernandez Lobato, José Miguel Dupont, Pierre[UCL] (2013) Journal of Machine Learning Research — Vol. 14, p. 1891-1945 (2013)
6. • 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]
7. • 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.
8. • Journal article

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   Phase II study of everolimus in patients with locally advanced or metastatic transitional cell carcinoma of the urothelial tract: clinical activity, molecular response,and biomarkers

   Seront, Emmanuel[UCL] Rottey, S. Sautois, B. Kerger, Joseph D'Hondt, Lionel[UCL] Verschaeve, V. Canon, J.-L. Dopchie, C. Vandenbulcke, J. M. Whenham, N. Goeminne, J. C. Clausse, M. Verhoeven, D. Glorieux, P. Branders, Samuel[UCL] Dupont, Pierre[UCL] Schoonjans, J. Feron, Olivier[UCL] Machiels, Jean-Pascal[UCL] (2012) Annals of Oncology — Vol. 23, no. 10, p. 2663-2670 (2012)
9. • Journal article

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   Hypoxia integration in the serological proteome analysis unmasks tumor antigens and fosters the identification of anti-phospho-eEF2 antibodies as potential cancer biomarkers

   Grandjean, Marie[UCL] Sermeus, Alexandra Branders, Samuel[UCL] Defresne, Florence[UCL] Dieu, Marc Dupont, Pierre[UCL] Raes, Martine De Ridder, Mark Feron, Olivier[UCL] (2013) PLoS One — Vol. 8, no. 10, p. e76508 [1-10] (2013)
10. • Journal article

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    A generic cycling hypoxia-derived prognostic gene signature: application to breast cancer profiling.

    Boidot, Romain Branders, Samuel[UCL] Helleputte, Thibault[UCL] Illan Rubio, Laila[UCL] Dupont, Pierre[UCL] Feron, Olivier[UCL] (2014) OncoTarget — Vol. 5, no.16, p. 6947-63 (2014)
11. • Patent

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    Signature of cycling hypoxia and use thereof for the prognosis of cancer

    Feron, Olivier[UCL] Dupont, Pierre[UCL] Boidot, Romain[UCL] Branders, Samuel[UCL] Helleputte, Thibault[UCL] (2015)
12. • 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
13. • Journal article

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    Inferring statistically significant features from random forests

    Paul, Jérôme[UCL] Dupont, Pierre[UCL] (2015) Neurocomputing — Vol. 150, no.part B, p. 471–480 (20 February 2015)
14. • Speech

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    Expectation Propagation for Bayesian Multi-task Feature Selection

    Hernandez-Lobato, Daniel[UCL] Hernández-Lobato, José Miguel Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2010) Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2010 — Barcelona, Spain
15. • 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
16. • Journal article

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    Pathway discovery in metabolic networks by subgraph extraction

    Faust, Karoline Dupont, Pierre[UCL] Callut, Jerome[UCL] van Helden, Jacques (2010) Bioinformatics — Vol. 26, no. 9, p. 1211-1218 (2010)
17. • 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
18. • 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)
19. • 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)
20. • 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
21. • Speech

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    Inducing Hidden Markov Models to model long-term dependencies

    Callut, J. Dupont, Pierre[UCL] (2005) 16th European Conference on Machine Learning (ECML)/9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) — Oporto(Portugal)
22. • 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)
23. • 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
24. • 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
25. • 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]

Pages