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1. • Patent

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   Method for classifying a cancer patient as responder or non-responder to immunotherapy

   Dupont, Pierre[UCL] Gaulis, Swann Helleputte, Thibault[UCL] (2010)
2. • Journal article

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   Links between probabilistic automata and hidden Markov models: probability distributions, learning models and induction algorithms

   Dupont, Pierre[UCL] Denis, Eliane[UCL] Esposito, Y (2005) Pattern Recognition — Vol. 38, no. 9, p. 1349-1371 (2005)
3. • Journal article

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   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)
4. • Speech

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   Learning Computationally Efficient Metrics for Large Scale Person Identification

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

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   Kernel methods for heterogeneous feature selection

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

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   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)
7. • Journal article

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   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)
8. • Speech

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   Mining a Maximum Weighted Set of Disjoint Submatrices

   Branders, Vincent[UCL] Derval, Guillaume[UCL] Schaus, Pierre[UCL] Dupont, Pierre[UCL] (2019) Discovery Science —
9. • BookChapter

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   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]
10. • Speech

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    A CP Approach to the Balanced Academic Curriculum Problem

    Monette, Jean-Noël[UCL] Schaus, Pierre[UCL] Zampelli, Stéphane[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] (2007) Symcon'07, The Seventh International Workshop on Symmetry and Constraint Satisfaction Problems — Providence, USA
11. • Speech

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    Simplification and extension of the SPREAD Constraint

    Schaus, Pierre[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] Régin, Jean-Charles (2007) Third international workshop on constraint propagation and implementation — Nantes, France
12. • Speech

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    La Contrainte Déviation

    Schaus, Pierre[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] Régin, Jean-Charles (2007) Journées Francophones de Programmation par Contraintes (JFPC'07) — Rocquencourt, France
13. • Speech

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    BioEdge: a tool box for advanced analyses of biochemical networks

    Deville, Yves[UCL] Dupont, Pierre[UCL] Dooms, Grégoire Monette, Jean-Noël[UCL] Schaus, Pierre[UCL] Zampelli, Stéphane[UCL] Wodak, Shoshana (2007) Benelux Bioinformatics Conference (BBC'07) — Leuven, Belgium
14. • Speech

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    Symmetry Breaking in Subgraph Pattern Matching

    Zampelli, Stéphane[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] (2006) Sixth International Workshop on Symmetry in Constraint Satisfaction Problems (SymCon'06) — Nantes, France
15. • BookChapter

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    Bound-Consistent Deviation Constraint

    Schaus, Pierre[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] (2007) Principles and Practice of Constraint Programming, CP 2007 — [ISBN : 978-3-540-74969-1]
16. • Speech

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    Un propagateur basé sur les positions pour le problème d'Open-Shop

    Monette, Jean-Noël[UCL] Deville, Yves[UCL] Dupont, Pierre[UCL] (2007) Journées Francophones de Programmation par Contraintes (JFPC'07) — Rocquencourt, France,
17. • Speech

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    Filtrage pour l'isomorphisme de sous-graphe

    Zampelli, Stéphane[UCL] Deville, Yves[UCL] Solnon, Christine Sorlin, Sébastien Dupont, Pierre[UCL] (2007) Journées Francophones de Programmation par Contraintes (JFPC'07) — Rocquencourt, France,
18. • Speech

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    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)
19. • Journal article

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    Heterogeneity of synovial molecular patterns in patients with arthritis

    Lauwerys, Bernard[UCL] Hernández-Lobato, Daniel Gramme, Pierre Ducreux, Julie[UCL] Dessy, Adrien[UCL] Focant, Isabelle[UCL] Ambroise, Jérôme[UCL] Bearzatto, Bertrand[UCL] Nzeusseu Toukap, Adrien[UCL] Van den Eynde, Benoît[UCL] Elewaut, Dirk Gala, Jean-Luc[UCL] Durez, Patrick[UCL] Houssiau, Frédéric[UCL] Helleputte, Thibault Dupont, Pierre[UCL] (2015) PLoS One — Vol. 10, no. 4, p. e0122104 [1-18] (2015)
20. • Speech

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    Survival Analysis with Cox Regression and Random Non-linear Projections

    Branders, Samuel[UCL] Frenay, Benoît[FUNDP] Dupont, Pierre[UCL] (2015) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges, Belgium
21. • Speech

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    Feasibility of a molecular diagnosis of arthritis based on the iIdentification of specific transcriptomic profiles in knee synovial biopsies

    Focant, Isabelle[UCL] Lobato, Daniel Hernandez[UCL] Ducreux, Julie[UCL] Durez, Patrick[UCL] Nzeusseu Toukap, Adrien[UCL] Elewaut, Dirk Houssiau, Frédéric[UCL] Dupont, Pierre[UCL] Lauwerys, Bernard[UCL] (2011) 75th Annual scientific meeting of the American College of Rheumatology ; 46th Annual scientific meeting of the Association of Rheumatology Health Professionals — Chicago, IL, USA
22. • Journal article

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    Type 1 and 2 mixtures of Kullback-Leibler divergences as cost functions in dimensionality reduction based on similarity preservation

    Lee, John Aldo[UCL] Renard, Emilie[UCL] Bernard, G. Dupont, Pierre[UCL] Verleysen, M. (2013) Neurocomputing — Vol. 112, no. 1, p. 92-108 (2013)
23. • Speech

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    Kernel methods for mixed feature selection

    Paul, Jérôme[UCL] Dupont, Pierre[UCL] (2014) 22th European Symposium on Artificial Neural Networks (ESANN'14) — Bruges, Belgium
24. • Speech

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    Computationally Efficient Test for Gene Set Dysregulation

    Dessy, Adrien[UCL] Dupont, Pierre[UCL] (2014) International Workshop on Machine Learning in Systems Biology — Strasbourg, France
25. • Journal article

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    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)

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