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1. • Speech

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   Clustering using a random walk-based distance measure

   Yen, Luh[UCL] VanVyve, Denise J. Wouters, Fabien Fouss, François[UCL] Verleysen, Michel[UCL] Saerens, Marco[UCL] (2005) 13th European Symposium on Artificial Neural Networks —
2. • Speech

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   LS-SVM hyperparameter selection with a nonparametric noise estimator

   Lendasse, Amaury Ji, Jongnan Reyhani, Nima Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
3. • 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)
4. • Speech

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   Manifold constrained variational mixtures

   Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
5. • Speech

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   Time series forecasting: Obtaining long term trends with self-organizing maps

   Simon, Geoffroy[UCL] Lendasse, Amauri Cottrell, Marie Fort, JC Verleysen, Michel[UCL] (2005) 1st IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition — Florence(Italy)
6. • Speech

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   Manifold constrained finite Gaussian mixtures

   Archambeau, Cédric[UCL] Verleysen, Michel[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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   Nonlinear dimensionality reduction of data manifolds with essential loops

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2005) Neurocomputing — Vol. 67, p. 29-53 (2005)
9. • Speech

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   Modelling and forecasting of financial time series of "tick data" by functional analysis and neural networks

   Dablemont, Simon[UCL] Verleysen, Michel[UCL] (2005) Decision Sciences Institute International Conference (DSI'05) — Barcelona (Spain)
10. • Book

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    13th European Symposium on Artificial Neural Networks 2005: Proceedings

    Verleysen, Michel[UCL] (2005)
11. • Speech

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    SWM : a class of convex contrasts for source separation

    Vrins, Frédéric[UCL] Verleysen, Michel[UCL] Jutten, Christian (2005) IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005) — Philadelphia, PA, USA
12. • Speech

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    Can we always trust entropy minima in the ICA context ?

    Vrins, Frédéric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2005) 13th European Signal Processing Conference (EUSIPCO 2005) — Antalya, Turkey
13. • Journal article

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    On the entropy minimization of a linear mixture of variables for source separation

    Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2005) Signal Processing — Vol. 85, no. 5, p. 1029-1044 (2005)
14. • Speech

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    Spurious entropy minima for multimodal source separation

    Pham, Dinh-Tuan Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2005) 8th International Symposium on Signal Processing and its Applications (ISSPA 2005) — Sydney, Australia
15. • Journal article

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    Information theoretic versus cumulant-based contrasts for multimodal source separation

    Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2005) IEEE Signal Processing Letters — Vol. 12, no. 3, p. 190-193 (Mars 2005)
16. • Speech

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    A simple ICA algorithm for non-differentiable contrasts

    Lee, John Aldo[UCL] Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2005) 13th European Signal Processing Conference (EUSIPCO 2005) — Antalya (Turkey)
17. • Speech

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    Local Vector-based Models for Sense Discrimination

    de Marneffe, Marie-Catherine[UCL] Archambeau, Cédric[UCL] Dupont, Pierre[UCL] Verleysen, Michel[UCL] (2005) Proceedings of IWCS 2005, 6th International Workshop on Computational Semantics — Tilburg (the Netherlands)
18. • Speech

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    Using the Self-Organizing Maps to prove empirically the market inefficiency: Evidence from the Paris Stock Exchange

    Catteau, Didier[UCL] Simon, Geoffroy[UCL] Ben Omrane, Walid[UCL] Verleysen, Michel[UCL] (2005) Connectionist Approaches in Economics and Management Sciences (ACSEG 2005) — Aix-en-Provence (France)
19. • Speech

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    Pruned Lazy Learning Models for Time Series Prediction

    Sorjamaa, A. Lendasse, Amaury Verleysen, Michel[UCL] (2005) ESANN 2005, 13h European Symposium on Artificial Neural Networks — Bruges (Belgium)
20. • Speech

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    Generalisation of the LP norm for time series and its application to Self-Organizing Maps

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2005) Proceedings of WSOM 2005, 5th Workshop on Self-Organizing Maps — Paris (France)
21. • 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)
22. • 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)
23. • Speech

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    Fast bootstrap methodology for regression model selection

    Lendasse, Amauri Simon, Geoffroy[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) 12th European Symposium on Artificial Neural Networks (ESANN) — Brugge(Belgium)
24. • Speech

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    Representation of functional data in neural networks

    Rossi, Fabrice Delannay, Nicolas[UCL] Conan-Guez, Brieuc Verleysen, Michel[UCL] (2005) 12th European Symposium on Artificial Neural Networks (ESANN) — Brugge(Belgium)
25. • Speech

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    Sélection de groupes de variables spectrales par information mutuelle grâce à une représentation spline

    Rossi, Fabrice François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) Chimiométrie 2005 — Villeneuve d'Ascq (France)

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