Search

Pages

1. • 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
2. • Speech

   • 

   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)
3. • Speech

   • 

   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
4. • 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)
5. • 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)
6. • Speech

   • 

   Learning Computationally Efficient Metrics for Large Scale Person Identification

   Hamer, Victor[UCL] Dupont, Pierre[UCL] (2018) BENELEARN2018 — Jheronimus Academy of Data Science
7. • 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)
8. • Speech

   • 

   Decrease in IL-15 production by cord blood mononuclear cells as a marker of atopic disease

   Lombard, Catherine[UCL] André, Floriane[UCL] Paul, Jérôme[UCL] Wanty, Catherine[UCL] Vosters, Olivier[UCL] Bernard, Pierre[UCL] Pilette, Charles[UCL] Dupont, Pierre[UCL] Sokal, Etienne[UCL] Smets, Françoise[UCL] (2014) 47th Annual Meeting of the European Society for Pediatric Gastroenterology, Hepatology, and Nutrition — Jerusalem, Israel
9. • 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)
10. • 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)
11. • Journal article

    • 

    Generating annotated behavior models from end-user scenarios

    Damas, Christophe[UCL] Lambeau, Bernard[UCL] Dupont, Pierre[UCL] van Lamsweerde, Axel[UCL] (2005) IEEE Transactions on Software Engineering — Vol. 31, no. 12, p. 1056-1073 (2005)
12. • Journal article

    • 

    Generalized spike-and-slab priors for bayesian group feature selection using expectation propagation

    Hernandez Lobato, Daniel Hernandez Lobato, José Miguel Dupont, Pierre[UCL] (2013) Journal of Machine Learning Research — Vol. 14, p. 1891-1945 (2013)
13. • 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)
14. • 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)
15. • 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)
16. • 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)
17. • Speech

    • 

    Expectation Propagation for Bayesian Multi-task Feature Selection

    Hernandez-Lobato, Daniel[UCL] Hernández-Lobato, José Miguel Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2010) Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2010 — Barcelona, Spain
18. • 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)
19. • 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
20. • Speech

    • 

    Feature selection by transfer learning with linear regularized models

    Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2009) Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2009 — Bled, Slovenia
21. • 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
22. • Speech

    • 

    State-merging DFA induction algorithms with mandatory merge constraints

    Lambeau, Bernard[UCL] Damas, Christophe[UCL] Dupont, Pierre[UCL] (2009) Grammatical Inference: Algorithms and Applications. 9th International Colloquim, ICGI 2008 — Saint-Malo, France
23. • Speech

    • 

    Partially supervised feature selection with regularized linear models

    Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2009) ICML '09 : 26th Annual International Conference on Machine Learning — Montréal, Canada
24. • BookChapter

    • 

    Combinatorial Optimization Algorithms to Mine a Sub-Matrix of Maximal Sum

    Branders, Vincent[UCL] Schaus, Pierre[UCL] Dupont, Pierre[UCL] (2018) New Frontiers in Mining Complex Patterns — [ISBN : 978-3-319-78679-7]
25. • Speech

    • 

    Mining a sub-matrix of maximal sum

    Branders, Vincent[UCL] Schaus, Pierre[UCL] Dupont, Pierre[UCL] (2017) 6th International Workshop on New Frontiers in Mining Complex Patterns in conjunction with ECML-PKDD 2017 — Skopje (MK)

Pages