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Displaying 1 - 25 of 88 results.

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    • Journal article
    Estimating Mutual information for feature selection in the presence of label noise
    Frénay, Benoît[UCL] Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2014) Computational Statistics & Data Analysis — Vol. 71, p. 832-848 (1 May 2013)
    • Journal article
    Designing Mixed-signal programmable fuzzy logic controllers as embedded subsystems in standard CMOS technologies
    Dualibe, Carlos Jespers, Paul[UCL] Verleysen, Michel[UCL] (2004) Journal of Integrated Circuits and Systems — Vol. 1, no. 1, p. 14-22 (March 2004)
    • Journal article
    DD-HDS: A method for visualization and exploration of high-dimensional data
    Lespinats, Sylvain Verleysen, Michel[UCL] Giron, Alain Fertil, Bernard (2007) IEEE Transactions on Neural Networks — Vol. 18, no. 5, p. 1265-1279 (2007)
    • Journal article
    Les trajectoires de croissance des jeunes entreprises
    Biga Diambeidou, Mahamadou[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] Janssen, Frank[UCL] Gailly, Benoît[UCL] François, Damien[UCL] (2007) Gestion 2000 — Vol. 24, no. 3, p. 83-102 (2007)
    • Journal article
    Mutual information-based feature selection for multilabel classification
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2013) Neurocomputing — Vol. 122, p. 148-155 (25/12/2013)
    • Journal article
    Statistical tools to assess the reliability of self-organizing maps
    de Bodt, Eric[UCL] Cottrell, Marie Verleysen, Michel[UCL] (2002) Neural Networks — Vol. 15, no. 8-9, p. 967-978 (2002)
    • Journal article
    Collaborative filtering with interlaced generalized linear models
    Delannay, Nicolas[UCL] Verleysen, Michel[UCL] (2008) Neurocomputing — Vol. 71, no. 7-9, p. 1300-1310 (2008)
    • 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)
    • 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)
    • 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)
    • 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)
    • 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)
    • 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)
    • Journal article
    Fast selection of spectral variables with B-spline compression
    Rossi, Fabrice François, Damien[UCL] Wertz, Vincent[UCL] Meurens, Marc[UCL] Verleysen, Michel[UCL] (2007) Chemometrics and Intelligent Laboratory Systems — Vol. 86, no. 2, p. 208-218 (2007)
    • Journal article
    Mixtures of robust probabilistic principal component analyzers
    Archambeau, Cedric[UCL] Delannay, Nicolas[UCL] Verleysen, Michel[UCL] (2008) Neurocomputing — Vol. 71, no. 7-9, p. 1274-1282 (2008)
    • Journal article
    Image Compression Using Self-Organizing Maps
    Amerijckx, Christophe[UCL] Legat, Jean-Didier[UCL] Verleysen, Michel[UCL] (2003) Systems Analysis Modelling Simulation — Vol. 43, no. 11, p. 1529-1543 (2003)
    • Journal article
    Projet ESPRIT ELENA. Réalisations VLSI de réseaux de neurones
    Verleysen, Michel[UCL] Cabestany, Joan (1994) Revue VALGO, bulletin de l'ACTH n°94-1 — Vol. 94, no. 1, p. 75-87 (January 1994)
    • 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
    Neural networks for high-storage content-addressable memories: VLSI circuit and learning algorithm
    Verleysen, Michel[UCL] Sirletti, Bruno[UCL] Vandemeulebroecke, André[UCL] Jespers, Paul[UCL] (1989) IEEE Journal of Solid State Circuits — Vol. 24, no. 3, p. 562-569 (June 1989)
    • Journal article
    Fundamental and information processing aspects of neurocomputing
    Verleysen, Michel[UCL] Vandewalle, J.[UCL] (2002) Neurocomputing — Vol. 136, no. special (2014)

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