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Displaying 13 results.
    • 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]
    • 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
    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]
    • 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
    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
    The explanatory power of Artificial Neural Networks
    Verleysen, Michel[UCL] (2002) The explanatory power of models —
    • BookChapter
    Feedforward unsupervised models
    Verleysen, Michel[UCL] (1996) Handbook on Neural Computation —
    • BookChapter
    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]
    • BookChapter
    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]
    • BookChapter
    Graph-Based Dimensionality Reduction
    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2012) Image Processing and Analysis with Graphs: Theory and Practice — [ISBN : 978-1-4398-5507-2]
    • BookChapter
    A Performance Evaluation of Mutual Estimators for Multivariate Feature Selection
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2013) Pattern Recognition - Applications and Methods — [ISBN : 978-3-642-36529-4]
    • BookChapter
    Approximation by Radial-Basis Function networks - Application to option pricing
    Lendasse, Amaury[UCL] Lee, John Aldo[UCL] de Bodt, Eric[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2003) Connectionist Approaches in Economics and Management Sciences —
    • BookChapter
    Learning high-dimensional data
    Verleysen, Michel[UCL] (2003) Limitations and Future Trends in Neural Computation —