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1. • Speech

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   Clinical response to the MAGE-A3 immunotherapeutic in metastatic melanoma patients is associated with a specific gene profile present prior to treatment

   Louahed, Jamila Dréno, B. Gaulis, Swann Helleputte, Thibault[UCL] Dupont, Pierre[UCL] Gruselle, Olivier Spatz, A. Kruit, W. Lehmann, F. Brichard, Vincent (2008) European society for medical oncology — Stockholm
2. • Speech

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   F/sub beta / support vector machines

   Callut, J. Dupont, Pierre[UCL] (2005) Proceedings of the International Joint Conference on Neural Networks 2005 — Montreal, Que., Canada
3. • Speech

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   Identification of Statistically Significant Features from Random Forests

   Paul, Jérôme[UCL] Verleysen, Michel[UCL] Dupont, Pierre[UCL] (2013) ECML workshop on Solving Complex Machine Learning Problems with Ensemble Methods — Prague (Czech Republic)
4. • Speech

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   Statistically interpretable importance indices for Random Forests

   Paul, Jérôme[UCL] Dupont, Pierre[UCL] (2014) 23rd Annual Machine Learning Conference of Belgium and the Netherlands (BENELEARN) — Brussels, Belgium
5. • Journal article

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   Robust biomarker identification for cancer diagnosis with ensemble feature selection methods

   Abeel, Thomas Helleputte, Thibault[UCL] Van de Peer, Yves Dupont, Pierre[UCL] Saeys, Yvan (2010) Bioinformatics — Vol. 26, no. 3, p. 392-398 (2010)
6. • Journal article

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   The QSM algorithm and its application to software behavior model induction

   Dupont, Pierre[UCL] Lambeau, Bernard[UCL] Damas, Christophe[UCL] van Lamsweerde, Axel[UCL] (2008) Applied Artificial Intelligence : an international journal — Vol. 22, no. 1-2, p. 77-115 (2008)
7. • Speech

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   A Cooperative spoken dialogue system based on a rational agent model: a first implementation on the AGS application

   Sadek, D. Bretier, P. Cadoret, V. Cozannet, P. Dupont, Pierre Ferrieux, A. Panaget, F. (1995) ESCA Tutorial and Research Workshop on Spoken Dialogue Systems — Visgo, Denmark
8. • Journal article

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   STAMINA: A Competition to Encourage the Development and Assessment of Software Model Inference Techniques

   Walkinshaw, Neil Lambeau, Bernard[UCL] Damas, Christophe[UCL] Bogdanov, Kirill Dupont, Pierre[UCL] (2012) Empirical Software Engineering : an international journal — Vol. 18, no.4, p. 791-824 (2013)
9. • Speech

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   Interpolated Word and Class Bigram Models for Spanish Conversational Speech Recognition

   Dupont, Pierre (1995) IEEE Workshop on Automatic Speech Recognition — Snowbird, Utah, USA
10. • Journal article

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    Learning typed automata from automatically labeled data

    Kermorvant, Christian de la Higuera, Colin Dupont, Pierre[UCL] (2004) Journal electonique d'intelligence artificielle — Vol. 6, no. 45 (2004)
11. • WorkingPaper

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    Polynomial regular inference

    Dupont, Pierre[UCL] (1997)
12. • Journal article

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    Montague's Semantics and Boolean Semantics for Natural Language Representation

    Dupont, Pierre[UCL] Thayse, André[UCL] (1990) Philips Journal of Research — Vol. 45, no. 1, p. 41-66 (1990)
13. • Speech

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    Entropie relative et algorithmes d'inférence grammaticale probabiliste

    Thollard, Franck Dupont, Pierre (1999) Conférence d'apprentissage — Palaiseau, France
14. • 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
15. • 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
16. • 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
17. • 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
18. • 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
19. • 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
20. • 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
21. • 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
22. • Speech

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    The deviation constraint

    Schaus, Pierre[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] Regin, J.-C. (2007) Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems. 4th International Conference, CPAIOR 2007 — Brussels, Belgium
23. • 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
24. • 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
25. • 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

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