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1. • 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)
2. • BookChapter

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   The Maximum Weighted Submatrix Coverage Problem: A CP Approach

   Derval, Guillaume[UCL] Branders, Vincent[UCL] Dupont, Pierre[UCL] Schaus, Pierre[UCL] (2019) Integration of Constraint Programming, Artificial Intelligence, and Operations Research : Lecture Notes in Computer Science — [ISBN : 978-3-030-19212-9]
3. • 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
4. • Journal article

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   Identifying gene-specific subgroups: an alternative to biclustering

   Branders, Vincent[UCL] Schaus, Pierre[UCL] Dupont, Pierre[UCL] (2019) BMC Bioinformatics — Vol. 20, no.625, p. 13 (2019)
5. • 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)
6. • Journal article

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   An Importance Weighted Feature Selection Stability Measure

   Hamer, Victor[UCL] Dupont, Pierre[UCL] (2021) Journal of Machine Learning Research — Vol. 22, no.116, p. 1-57 (2021)
7. • Journal article

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   MicroCellClust: mining rare and highly specific subpopulations from single-cell expression data

   Gerniers, Alexander[UCL] Bricard, Orian[UCL] Dupont, Pierre[UCL] (2021) Bioinformatics — Vol. 37, no. 19, p. 3220-3227 (2021)
8. • 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)
9. • 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)
10. • 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
11. • WorkingPaper

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    Learning hidden Markov models to fit long-term dependencies

    Callut, Jérôme[UCL] Dupont, Pierre[UCL] (2005)
12. • 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)
13. • 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)
14. • 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)
15. • 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)
16. • 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
17. • 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)
18. • 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)
19. • BookChapter

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    State-merging DFA Induction Algorithms with Mandatory Merge Constraints

    Lambeau, Bernard[UCL] Damas, Christophe[UCL] Dupont, Pierre[UCL] (2008) 9th International Colloquium on Grammatical Inference (ICGI) — [ISBN : 978-3-540-88008-0]
20. • 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
21. • 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)
22. • 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
23. • 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)
24. • BookChapter

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    Incremental Regular Inference

    Dupont, Pierre (1996) Grammatical Inference: learning syntax from sentences — [ISBN : 3-540-61778-7]
25. • 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

Pages