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Displaying 1 - 25 of 29 results.

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    • Speech
    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)
    • Speech
    Manifold constrained variational mixtures
    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
    • Speech
    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 —
    • Speech
    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)
    • Journal article
    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)
    • Speech
    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
    • Speech
    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
    • Journal article
    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)
    • Journal article
    Vector quantization: a weighted version for time series forecasting
    Lendasse, Amaury François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) Future Generation Computer Systems — Vol. 21, no.7, p. 1056-1067 (07/2005)
    • Speech
    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)
    • Speech
    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)
    • Speech
    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)
    • Speech
    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)
    • Speech
    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)
    • Speech
    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)
    • Speech
    Manifold constrained finite Gaussian mixtures
    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 8th International Work-Conference on Artificial Neural Networks (IWANN 2005) — Barcelona (Spain)
    • Speech
    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)
    • Speech
    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)
    • Speech
    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)
    • Speech
    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)
    • Speech
    On the need of unfolding preprocessing for time series clustering
    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2005) 5th Workshop on Self-Organizing Maps (WSOM 2005) — Paris (France)
    • Speech
    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

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