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Displaying 25 results.
    • Speech
    Lag selection for regression models using high-dimensional mutual information
    Simon, Geoffroy[UCL] Verleysen, Michel[UCL] (2006) 14th European Symposium on Artificial Neural Networks (ESANN 2006) — Bruges (Belgium)
    • Speech
    Assessment of probability density estimation methods: Parzen window and finite Gaussian mixtures
    Archambeau, Cédric[UCL] Valle, M. Assenza, A. Verleysen, Michel[UCL] (2006) IEEE International Symposium on Circuits and Systems (ISCAS 2006) — Island of Kos (Greece)
    • Speech
    Robust Probabilistic Projections
    Archambeau, Cédric[UCL] Delannay, Nicolas[UCL] Verleysen, Michel[UCL] (2006) 23rd International Conference on Machine Learning (ICML 2006) — Pittsburgh (PA/USA)
    • Speech
    Modelling and Forecasting financial time series of "tick data"
    Dablemont, Simon[UCL] Verleysen, Michel[UCL] Van Bellegem, Sébastien[UCL] (2006) 26th International Sysmposium on Forecasting (ISF 2006) — Santander (Spain)
    • Speech
    Feature Scoring by Mutual Information for Classification of Mass Spectra
    Krier, Catherine[UCL] François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2006) 7th International FLINS Conference on Applied Artificial Intelligence (FLINS 2006) — Genova (Italy)
    • Speech
    Empirical Taxonomy of Start-Up Firms Growth Trajectories
    Biga Diambeidou, Mahamadou[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] Gailly, Benoît[UCL] François, Damien[UCL] (2006) European Summer University Conference on Entrepreneurship and Entrepreneurship Education Research (ESUCO 2006) — Hämeenlinna (Finland)
    • Speech
    Effective input variable selection for function approximation
    Herrera, L. J. Pomares, H. Rojas, I. Verleysen, Michel[UCL] Guilen, A. (2006) 16th International Conference on Artificial Neural Networks (ICANN 2006) — Athens (Greece)
    • Speech
    Determination of the Mahalanobis matrix using nonparametric noise estimations
    Lendasse, Amaury Corona, F. Hao, J. Reyhani, N. Verleysen, Michel[UCL] (2006) 14th European Symposium on Artificial Neural Networks (ESANN 2006) — Bruges (Belgium)
    • Speech
    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)
    • Journal article
    Advances in self-organizing maps - Introduction
    Cottrell, Marie Verleysen, Michel[UCL] (2006) Neural Networks — Vol. 19, no. 6-7, p. 721-722 (2006)
    • Speech
    Automatic adjustment of discriminant adaptive nearest neighbor
    Delannay, Nicolas[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2006) 18th International Conference on Pattern Recognition (ICPR 2006) — Hong Kong (China)
    • BookChapter
    Minimum support ICA using order statistics. Part I: Quasi-range based support estimation
    Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2006) Independent Component Analysis and Blind Signal Sepration, ICA 2006 — [ISBN : 3-540-32630-8]
    • BookChapter
    Zero-entropy minimization for blind extraction of bounded sources (BEBS)
    Vrins, Frédéric[UCL] Erdogmus, D Jutten, Christian Verleysen, Michel[UCL] (2006) Independent Component Analysis and Blind Signal Sepration, ICA 2006 — [ISBN : 3-540-32630-8]
    • Speech
    Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria
    Sameni, R. Vrins, Frédéric[UCL] Parmentier, F.[UCL] Vigneron, Vincent Verleysen, Michel[UCL] Jutten, Christian Shamsollahi, M.B. Hérail, C. (2006) 26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2006) — CNRS (Paris/France)
    • BookChapter
    Minimum support ICA using order statistics. Part II: Performance analysis
    Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2006) Independent Component Analysis and Blind Signal Sepration, ICA 2006 — [ISBN : 3-540-32630-8]
    • Speech
    The permutation test for feature selection by mutual information
    François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2006) 14th European Symposium on Artificial Neural Networks (ESANN 2006) — Bruges (Belgium)
    • Speech
    Mutual Information for the selection of variables to model enantioselectivity
    Caetano, Sonia Krier, Catherine[UCL] Verleysen, Michel[UCL] Vander Heyden, Yvan (2006) 4th International Chemometrics Research Symposium (ICRM 2006) — Veldhoven (the Netherlands)
    • Journal article
    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)
    • Speech
    A least absolute bound approach to ICA: application to the MLSP 2006 competition
    Lee, John Aldo[UCL] Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2006) IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2006) — Maynooth, Ireland
    • Speech
    Non-Orthogonal Support-Width ICA
    Lee, John Aldo[UCL] Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2006) 14th European Symposium on Artificial Neural Networks (ESANN 2006) — Bruges (Belgium)
    • Journal article
    Unfolding preprocessing for meaningful time series clustering.
    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2006) Neural networks : the official journal of the International Neural Network Society — Vol. 19, no. 6-7, p. 877-888 (2006)