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1. • Journal article

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   The concentration of fractional distances

   François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2007) IEEE Transactions on Knowledge & Data Engineering — Vol. 19, no. 7, p. 873-886 (2007)
2. • BookChapter

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   Empirical Taxonomy of Start-Up Firms Growth Trajectories

   Diambeidou, M.B Wertz, Vincent[UCL] Verleysen, Michel[UCL] Gailly, Benoît François, Damien[UCL] (2008) The Dynamics Between Entrepreneurship, Environment and Education — [ISBN : 9781847205711]
3. • Journal article

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   Resampling methods for parameter-free and robust feature selection with mutual information

   François, Damien[UCL] Rossi, Fabrice Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 7-9, p. 1265-1275 (2007)
4. • Journal article

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   Fast selection of spectral variables with B-spline compression

   Rossi, Fabrice François, Damien[UCL] Wertz, Vincent[UCL] Meurens, Marc[UCL] Verleysen, Michel[UCL] (2007) Chemometrics and Intelligent Laboratory Systems — Vol. 86, no. 2, p. 208-218 (2007)
5. • Journal article

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   Mutual information for the selection of relevant variables in spectrometric nonlinear modelling

   Rossi, Fabrice Lendasse, Amaury François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2006) Chemometrics and Intelligent Laboratory Systems — Vol. 80, no. 2, p. 215-226 (2006)
6. • Speech

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   The curse of dimensionality in data mining and time series prediction

   Verleysen, Michel[UCL] François, Damien[UCL] (2005) 8th International Work-Conference on Artificial Neural Networks (IWANN 2005) — Barcelona (Spain)
7. • Speech

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   Vector quantization: a weighted version for time-series forecasting

   Lendasse, Amauri François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] 5th International Conference on Computational Sciences (ICCS 2005) — Atlanta (USA)
8. • Journal article

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   Les trajectoires de croissance des jeunes entreprises

   Biga Diambeidou, Mahamadou[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] Janssen, Frank[UCL] Gailly, Benoît[UCL] François, Damien[UCL] (2007) Gestion 2000 — Vol. 24, no. 3, p. 83-102 (2007)
9. • Speech

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   The Growth Trajectories of Start-Up Firms: An Exploratory Study

   Gailly, Benoît[UCL] Wertz, Vincent Verleysen, Michel[UCL] Biga Diambeidou, Mahamadou François, Damien (2004) ESU entrepreneurship conference — Twente, The Netherlands
10. • Speech

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    Should Seed Investors Read Business Plans?

    François, Damien Verleysen, Michel Wertz, Vincent[UCL] Lendasse, A. Gailly, Benoît[UCL] (2003) 22th Benelux Meeting on Systems and Control — Lommel (Belgium)
11. • Speech

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    A functional approach to variable selection in spectrometric problems

    Rossi, Fabrice François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2006) 16th International Conference on Artificial Neural Networks (ICANN 2006) — Athens (Greece)
12. • Speech

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    The Growth Trajectories of Start-Up Firms: An Exploratory Study

    Gailly, B. François, Damien[UCL] Biga Diambeidou, Mahamadou[UCL] Verleysen, Michel[UCL] Wertz, Vincent[UCL] (2004) ESU entrepreneurship conference — Twente (The Netherlands)
13. • Speech

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    About the locality of kernels in high-dimensional spaces

    François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) ASMDA 2005, International Symposium on Applied Stochastic Models and Data Analysis — Brest (France)
14. • Speech

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    Business plans classification with locally pruned lazy learning models

    Sorjamaa, Antii Lendasse, Amaury François, Damien[UCL] Verleysen, Michel[UCL] (2004) Connectionist Approaches in Economics and Management Sciences (ACSEG 2004) — Lille, France
15. • Speech

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    Observer des Trajectoires de 'Start-up' sur des Cartes de Kohonen

    François, Damien[UCL] Biga Diambeidou, Mahamadou[UCL] Gailly, Benoît[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2004) Connectionist Approaches in Economics and Management Sciences (ACSEG 2004) — Lille (France)
16. • Speech

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    Open questions about similarity search in high-dimensional spaces

    François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2004) 23rd Benelux Meeting on Systems and Control — Helvoirt (The Netherlands)
17. • Journal article

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    Weighted conditional random fields for supervised interpatient heartbeat classification

    de Lannoy, Gaël[UCL] François, Damien[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2012) IEEE Transactions on Biomedical Engineering — Vol. 59, no. 1, p. 241-7 (2012)
18. • Speech

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    Le plan d'affaires : un outil pour l'investisseur ?

    François, Damien[UCL] Lendasse, Amaury[UCL] Gailly, Benoît[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2003) ACSEG 2003, Connectionist Approaches in Economics and Management Sciences — Nantes (France)
19. • Speech

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    Sélection de variables spectrales par information mutuelle multivariée pour la construction de modèles non-linéaires

    Lendasse, Amaury François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2004) Chimiométrie 2004 — Paris (France)
20. • Speech

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    Non Euclidean metrics for similarity search in noisy datasets

    François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) ESANN 2005, 13h European Symposium on Artificial Neural Networks — Bruges (Belgium)
21. • BookChapter

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    Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification.

    de Lannoy, Gaël[UCL] François, Damien[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2011) Biomedical Engineering Systems and Technologies: Third International Joint Conference, BIOSTEC 2010, Valencia, Spain, January 20-23, 2010, Revised Selected Papers — [ISBN : 978-3-642-18471-0]
22. • Speech

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    Fault prediction in aircraft engines using self-organizing maps

    Cottrell, Marie Gaubert, Patrice Eloy, Cédric[UCL] François, Damien[UCL] Hallaux, Geoffroy[UCL] Lacaille, Jérôme Verleysen, Michel[UCL] (2009) 7th International Workshop Self-Organizing Maps (WSOM 2009) — St. Augustine (Florida/USA)
23. • Journal article

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    Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising

    De Decker, Arnaud[UCL] François, Damien[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2011) Neurocomputing — Vol. 74, no. 9, p. 1402-1410 (April 2011)
24. • Journal article

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    Feature selection for supervised inter-patient heart beat classification

    Doquire, Gauthier[UCL] de Lannoy, Gaël[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2011) Computational Intelligence and Neuroscience — Vol. 2011, no. 643816, p. 1-9 (2011)
25. • BookChapter

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    Choosing the Metric: A Simple Model Approach

    François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2011) Meta-Learning in Computational Intelligence — [ISBN : 978-3-642-20979-6]

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