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Displaying 25 results.
    • 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]
    • 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)
    • 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]
    • BookChapter
    Filtering-free blind separation of correlated images
    Vrins, Frédéric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2005) Computational Intelligence and Bioinspired Systems, IWANN 2005 — [ISBN : 3-540-26208-3]
    • Journal article
    A minimum-range approach to blind extraction of bounded sources.
    Vrins, Frédéric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2007) IEEE Transactions on Neural Networks — Vol. 18, no. 3, p. 809-822 (2007)
    • 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
    Entropy Minima and Distribution Structural Modifications in Blind Separation of Multimodal Sources
    Vrins, Frédéric[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2004) 24th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2004) — Garching/Munich, Germany
    • Journal article
    On the risk of using Renyi's entropy for blind source separation
    Pham, Dinh-Tuan Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2008) IEEE Transactions on Signal Processing — Vol. 56, no. 10, p. 4611-4620
    • 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
    • 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
    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
    • 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)
    • Speech
    Towards a Local Separation Performances Estimator Using Common ICA Contrast Functions ?
    Vrins, Frédéric[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2004) European Symposium on Artificial Neural Networks (ESANN 2004) — Bruges, Belgium
    • Speech
    Flexible and Robust Bayesian Classification by Finite Mixture Models
    Archambeau, Cédric[UCL] Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2004) ESANN 2004, European Symposium on Artificial Neural Networks — Bruges (Belgium)
    • BookChapter
    Is the general form of Renyi's entropy a contrast for source separation?
    Vrins, Frédéric[UCL] Dinh-Tuan Pham Verleysen, Michel[UCL] (2007) Independent Component Analysis and Signal Separation, ICA 2007 — [ISBN : 3-540-74493-2]
    • BookChapter
    Sensor array and electrode selection for non-invasive fetal electrocardiogram extraction by independent component analysis
    Vrins, Frédéric[UCL] Jutten, Christian Verleysen, Michel[UCL] (2004) Independent Component Analysis and Blind Signal Separation, ICA 2004 — [ISBN : 3-540-23056-4]
    • Speech
    Improving independent component analysis performances by variable selection
    Vrins, Frédéric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] Vigneron, Vincent Jutten, Christian (2003) 2003 IEEE XIII Workshop on Neural Networks for Signal Processing (NNSP 2003) — Toulouse (France)
    • 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)
    • 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
    • Speech
    Abdominal electrodes analysis by statistical processing for fetal eletrocardiogram extraction
    Vrins, Frédéric[UCL] Vigneron, Vincent Jutten, Christian Verleysen, Michel[UCL] (2004) Second IASTED International Conference on Biomedical Engineering (BIOMED 2004) — Innsbruck, Austria
    • 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)
    • Journal article
    Mixing and non-mixing local minima of the entropy contrast for blind source separation
    Vrins, Frédéric[UCL] Pham, Dinh-Tuan Verleysen, Michel[UCL] (2007) IEEE Transactions on Information Theory — Vol. 53, no. 3, p. 1030-1042 (2007)
    • Speech
    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)
    • Speech
    On the extraction of the snore acoustic signal by independent component analysis
    Vrins, Frédéric[UCL] Bouillon, V. Deswert, J. Bouvy, D. Lee, John Aldo[UCL] Eugène, Christian[UCL] Verleysen, Michel[UCL] (2004) Second IASTED International Conference on Biomedical Engineering (BIOMED 2004) — Innsbruck (Austria)