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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. • WorkingPaper

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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 Dupont, Pierre (2005)
3. • 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]
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. • 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)
6. • 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)
7. • WorkingPaper

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   Learning hidden Markov models to fit long-term dependencies

   Callut, Jérôme[UCL] Dupont, Pierre[UCL] (2005)
8. • 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)
9. • 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)
10. • 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)
11. • 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)
12. • 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]
13. • BookChapter

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    Incremental Regular Inference

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

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    Improving probabilistic automata learning with additional knowledge

    Kermorvant, Christopher de la Higuera, Colin Dupont, Pierre[UCL] (2004) Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2004 and SPR 2004 — [ISBN : 3-540-22570-6]
15. • BookChapter

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    Probabilistic DFA Inference using Kullback-Leibler Divergence and Minimality

    Thollard, Franck Dupont, Pierre de la Higuera, Colin (2000) International Conference on Machine Learning — [ISBN : 1-55860-707-2]
16. • BookChapter

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    Stochastic grammatical inference with multinomial tests

    Kermorvant, Christopher Dupont, Pierre[UCL] (2002) Grammatical Inference: Algorithms and Applications — [ISBN : 3-540-44239-1]
17. • 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)
18. • 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)
19. • BookChapter

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    Une expérience de Candis 2000

    Dupont, Pierre[UCL] (2005) L'approche par problèmes et par projets dans l'enseignement supérieur : impact, enjeux et défis — [ISBN : 2-930344-89-X]
20. • 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)
21. • BookChapter

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    Guiding Speech Recognition by a Language Model

    Dupont, Pierre[UCL] Kamp, Yves[UCL] (1991) From Natural Language Processing to Logic for Expert Systems — [ISBN : 0-471-92431-8]
22. • BookChapter

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    Efficient Integration of Context-Free Based Language Models in Continuous Speech Recognition

    Dupont, Pierre (1993) New Advances and Trends in Speech Recognition and Coding — [ISBN : 3-540-60098-1]
23. • BookChapter

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    Using symbol clustering to improve probabilistic automaton inference

    Dupont, Pierre Chase, Lin (1998) Grammatical Inference, Ames, Iowa, USA, July 12-14, 1998 — [ISBN : 3-540-64776-7]
24. • 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)
25. • BookChapter

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    Regular Grammatical Inference from Positive and Negatives Samples by Genetic Search : the GIG method

    Dupont, Pierre[UCL] (1994) Grammatical Inference and Applications, Alicante, Spain, September 21-23, 1994 — [ISBN : 3-540-58473-0]

Pages