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Displaying 31 - 100 of 472 results.

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    • Speech
    Improving the robustness to outliers of mixtures of probabilistic PCAs
    Delannay, Nicolas[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2008) 12th Pacific-Asia Conference (PAKDD 2008) — Osaka (Japan)
    • 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
    Emission Modelling for Supervised ECG Segmentation using Finite Differences
    Frénay, Benoît[UCL] de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] (2008) 4th European Conference of the International Federation for Medical and Biological Engineering - MBEC 2008 — Antwerp (Belgium)
    • 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)
    • Journal article
    Placing spline knots in neural networks using splines as activation functions
    Hlavackova, Katerina Verleysen, Michel[UCL] (1997) Neurocomputing — Vol. 17, no. 3-4, p. 159-167 (November 1997)
    • 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)
    • Journal article
    Parameter-insensitive kernel in extreme learning for non-linear support vector regression
    Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2011) Neurocomputing — Vol. 74, no.16, p. 2526-2531 (September 2011)
    • Speech
    Interactive Dimensionality Reduction for Visual Analytics
    Diaz, Ignacio Cuadrado, Abel A. Pérez, Daniel Garcia, Francisco J. Verleysen, Michel[UCL] (2014) 2014 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014) — Bruges (Belgium)
    • 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
    • Journal article
    Feature selection with missing data using mutual information estimators
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2012) Neurocomputing — Vol. 90, no.1, p. 3-11 (August 2012)
    • Journal article
    Information-theoretic feature selection for functional data classification
    Gomez-Verdejo, Vanessa Verleysen, Michel[UCL] Fleury, Jerome (2009) Neurocomputing — Vol. 72, no. 16-18, p. 3580-3589 (2009)
    • Speech
    Classification of visual sensations generated electrically in the visual field of the blind
    Archambeau, Cédric[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2003) IFAC 2003, 5th IFAC Symposium on Modelling and Control in Biomedical Systems — Melbourne (Australia)
    • Speech
    Mixtures of robust probabilistic principal component analyzers
    Archambeau, Cédric[UCL] Delannay, Nicolas[UCL] Verleysen, Michel[UCL] (2007) European Symposium on Artificial Neural Networks (ESANN 2007) — Bruges (Belgium)
    • Speech
    Support Vector Machines for Improved IP Detection with Soft Physical Hash Functions
    Gustin, Ludovic[UCL] Durvaux, François[UCL] Kerckhof, Stéphanie[UCL] Standaert, François-Xavier[UCL] Verleysen, Michel[UCL] (2014) 5th International Workshop on Constructive Side-Channel Analysis and Secure Design (COSADE 2014) — Paris (France)
    • 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
    Projection of time series with periodicity on a sphere
    Onclinx, Victor[UCL] Verleysen, Michel[UCL] Wertz, Vincent[UCL] (2008) European Symposium on Time Series Prediction (ESTSP'08) — Porvoo (Finland)
    • Speech
    A supervised learning approach based on the continuous wavelet transform for R spike detection in ECG
    de Lannoy, Gaël[UCL] De Decker, Arnaud[UCL] Verleysen, Michel[UCL] (2008) First International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2008) — Madeira (Portugal)
    • Journal article
    Multivariate statistics process control for dimensionality reduction in structural assessment
    Mujica, L. E. Vehi, J. Ruiz, M. Verleysen, Michel[UCL] Staszewski, W. Worden, K. (2008) Mechanical Systems and Signal Processing — Vol. 22, no. 1, p. 155-171 (2008)
    • Journal article
    Feature selection for nonlinear models with extreme learning machines
    Frénay, Benoît[UCL] van Heeswijk, Mark Miche, Yoan Verleysen, Michel[UCL] Lendasse, Amaury (2013) Neurocomputing — Vol. 102, p. 111-124 (15 February 2013)
    • 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]
    • Journal article
    Robust Bayesian clustering.
    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2007) Neural networks : the official journal of the International Neural Network Society — Vol. 20, no. 1, p. 129-138 (2007)
    • Speech
    Bootstrap for model selection: linear approximation of the optimism
    Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Verleysen, Michel[UCL] (2003) 7th International Work Conference on Artificial and Natural Neural Networks (IWANN 2003) — MENORCA (Spain)
    • Journal article
    An Analog Processor Architecture for a Neural-network Classifier
    Verleysen, Michel[UCL] Thissen, P. Voz, JL. Madrenas, J. (1994) IEEE Micro — Vol. 14, no. 3, p. 16-28 (1994)
    • Journal article
    Special issue on fundamental and information processing aspects of neurocomputing
    Verleysen, Michel[UCL] Vandewalle, J. (2002) Neurocomputing — Vol. 48, no. 1-4, p. 1-2 (2002)
    • Speech
    User control for adjusting conflicting objectives in parameter-dependent visualization of data
    Renard, Emilie[UCL] Dupont, Pierre[UCL] Verleysen, Michel[UCL] (2013) Workshop on Visual Analytics using Multidimensional Projections (EuroVis 2013) — Leipzig (Germany)

Pages