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1. • Speech

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   Joint optimization of predictive performance and selection stability

   Hamer, Victor[UCL] Dupont, Pierre[UCL] (2020) 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges, Belgium
2. • Speech

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   Robust Selection Stability Estimation in Correlated Spaces

   Hamer, Victor[UCL] Dupont, Pierre[UCL] (2021) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases — Bilbao (online)
3. • 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)
4. • Speech

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   CP(graph): Introducing a graph computation domain in constraint programming

   Dooms, Grégoire[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] (2005) 11th International Conference on Principles and Practice of Constraint Programming (CP 2005) — Sitges(Spain)
5. • Speech

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   Approximate constrained subgraph matching

   Zampelli, S. Deville, Yves[UCL] Dupont, Pierre[UCL] (2005) 11th International Conference on Principles and Practice of Constraint Programming (CP 2005) — Sitges(Spain)
6. • Speech

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   A Mozart implementation of CP(BioNet)

   Dooms, Grégoire[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] (2005) 2nd International Conference Multiparadigm Programming in Mozart/Oz — Charleroi(Belgium)
7. • Speech

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   Collaborative filtering based on random walks on a graph

   Saerens, Marco[UCL] Fouss, François[UCL] Dupont, Pierre Pirotte, Alain[UCL] (2004) Workshop on Large Networks — UCL, LLN
8. • 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
9. • Speech

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   MicroCellClust 2: a hybrid approach for multivariate rare cell mining in large-scale single-cell data

   Gerniers, Alexander[UCL] Dupont, Pierre[UCL] (2022) 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) — Las Vegas, NV, USA
10. • Speech

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    Sequence discrimination using phase-type distributions

    Callut, Jerome Dupont, Pierre[UCL] (2006) 17th European Conference on Machine Learning (ECML 2006) — Berlin(Germany)
11. • Speech

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    The stability of feature selection and class prediction from ensemble tree classifiers

    Paul, Jérôme[UCL] Verleysen, Michel[UCL] Dupont, Pierre[UCL] (2012) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges (Belgium)
12. • Speech

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    Mélanges de Chaînes de Markov lissées pour la détection de domaines dans les protéines

    Kermorvant, Christopher Dupont, Pierre[UCL] (2002) Proceedings des Journées ouvertes biologie informatique mathématique — Saint-Malo, France
13. • Speech

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    Local Vector-based Models for Sense Discrimination

    de Marneffe, Marie-Catherine[UCL] Archambeau, Cédric[UCL] Dupont, Pierre[UCL] Verleysen, Michel[UCL] (2005) Proceedings of IWCS 2005, 6th International Workshop on Computational Semantics — Tilburg (the Netherlands)
14. • Speech

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    A framework for the competitive evaluation of model inference techniques

    Walkinshaw, Neil Bogdanov, Kirill Damas, Christophe[UCL] Lambeau, Bernard[UCL] Dupont, Pierre[UCL] (2010) 1st International workshop on Model Inference In Testing — Trento, Italy
15. • Speech

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    The Coxlogit model: feature selection from survival and classification data

    Branders, Samuel[UCL] D'Ambrosio, Roberto[UCL] Dupont, Pierre[UCL] (2014) IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making — Orlando (FL)
16. • Speech

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    Learning partially observable Markov models from first passage times

    Callut, Jérôme[UCL] Dupont, Pierre[UCL] (2007) Machine Learning: ECML 2007. 18th European Conference on Machine Learning — Warsaw, Poland
17. • Speech

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    Robust Multi-Class Gaussian process classification

    Hernandez-Lobato, Daniel[UCL] Hernandez-Lobato, José Miguel Dupont, Pierre[UCL] (2011) Neural Information Processing Systems conference (NIPS'11) — Granada, Spain
18. • 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
19. • 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
20. • 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)
21. • 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
22. • 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
23. • 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
24. • Speech

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

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

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    Entropie relative et algorithmes d'inférence grammaticale probabiliste

    Thollard, Franck Dupont, Pierre (1999) Conférence d'apprentissage — Palaiseau, France

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