Search

Pages

1. • 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)
2. • 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
3. • Journal article

   • 

   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)
4. • 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)
5. • Journal article

   • 

   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

   • 

   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. • Speech

   • 

   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)
8. • Speech

   • 

   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)
9. • Journal article

   • 

   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)
10. • 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)
11. • Speech

    • 

    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
12. • 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)
13. • Journal article

    • 

    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)
14. • Speech

    • 

    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
15. • Speech

    • 

    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
16. • Speech

    • 

    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
17. • Speech

    • 

    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
18. • Speech

    • 

    A comparative study of normalization and feature selection techniques for breast cancer prognosis from gene expressions

    Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2007) Benelux Bioinformatics conference (BBC'07) — Leuven, Belgiqum
19. • BookChapter

    • 

    Simplification and extension of the SPREAD Constraint

    Schaus, Pierre[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] Regin, Jean-Charles (2007) Trends in Constraint Programming — [ISBN : 978-1-905209-97-2]
20. • 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)
21. • Journal article

    • 

    Supervised classification of solar features using prior information

    De Visscher, Ruben Delouille, Véronique Dupont, Pierre[UCL] Deledalle, Charles-Alban (2015) Journal of Space Weather and Space Climate — Vol. 5, no.A34, p. 1-12 (2015)
22. • Speech

    • 

    Explicit Control of Feature Relevance and Selection Stability Through Pareto Optimality

    Hamer, Victor[UCL] Dupont, Pierre[UCL] (2019) Interactive Adaptive Learning (IAL2019) — Würzburg (Germany)
23. • Speech

    • 

    Learning Computationally Efficient Metrics for Large Scale Person Identification

    Hamer, Victor[UCL] Dupont, Pierre[UCL] (2018) BENELEARN2018 — Jheronimus Academy of Data Science
24. • Journal article

    • 

    Kernel methods for heterogeneous feature selection

    Paul, Jérôme[UCL] D'Ambrosio, Roberto[UCL] Dupont, Pierre[UCL] (2015) Neurocomputing — Vol. 169, p. 187-195 (2015)
25. • Journal article

    • 

    A balanced hazard ratio for risk group evaluation from survival data

    Branders, Samuel[UCL] Dupont, Pierre[UCL] (2015) Statistics in Medicine — Vol. 34, no.17, p. 2528-2543 (2015)

Pages