All Publications

Pages

1. • Journal article

   • 

   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)
2. • BookChapter

   • 

   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]
3. • Journal article

   • 

   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)
4. • Speech

   • 

   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
5. • WorkingPaper

   • 

   Relevant subgraph extraction from random walks in a graph

   Dupont, Pierre[UCL] Callut, Jérôme[UCL] Dooms, Grégoire[UCL] Monette, Jean-Noël[UCL] Deville, Yves[UCL] (2006)
6. • Patent

   • 

   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)
7. • Speech

   • 

   Differences in the cytokine profiles of cord blood mononuclear cells from allergic and non-allergic infants

   Lombard, Catherine[UCL] André, Floriane[UCL] Wanty, Catherine[UCL] Paul, Jérôme[UCL] Dupont, Pierre[UCL] Sokal, Etienne[UCL] Smets, Françoise[UCL] (2012) ESPGHAN 2012 — München Bryggeriet (Munchen Brewery) in Stockholm
8. • Journal article

   • 

   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

   • 

   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. • BookChapter

    • 

    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]
11. • WorkingPaper

    • 

    Polynomial regular inference

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

    • 

    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]
13. • BookChapter

    • 

    Improved smoothing for Probabilistic Suffix Trees seen as variable order Markov chains

    Kermorvant, Christopher Dupont, Pierre[UCL] (2002) Machine Learning: ECML 2002 — [ISBN : 3-540-44036-4]
14. • Journal article

    • 

    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)
15. • BookChapter

    • 

    Smoothing probabilistic automata: an error-correcting approach

    Dupont, Pierre Amengual, Juan-Carlos (2000) Grammatical Inference: Algorithms and Applications — [ISBN : 3-540-41011-2]
16. • BookChapter

    • 

    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]
17. • Journal article

    • 

    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)
18. • Journal article

    • 

    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)
19. • Journal article

    • 

    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)
20. • BookChapter

    • 

    Quelles sont les compétences requises pour un tuteur dans les domaines scientifique et méthodologique ?

    Dupont, Pierre[UCL] (2006) Etre enseignant - Magister ? Metteur en scène ? — [ISBN : 2-8041-5047-X]
21. • Journal article

    • 

    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)
22. • Speech

    • 

    Sequence discrimination using phase-type distributions

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

    • 

    Comment choisir la taille d'un groupe ?

    Dupont, Pierre[UCL] (2006) Etre enseignant - Magister ? Metteur en scène ? — [ISBN : 2-8041-5047-X]
24. • BookChapter

    • 

    Stochastic grammatical inference with multinomial tests

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

    • 

    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)

Pages