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Displaying 1 - 25 of 95 results.

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    • Journal article
    Reinforced Extreme Learning Machines for Fast Robust Regression in the Presence of Outliers
    Frénay, Benoît[FUNDP] Verleysen, Michel[UCL] (2015) IEEE Transactions on Cybernetics — no. 99, p. 13 (17/12/2015)
    • Journal article
    Residual variance estimation in machine learning
    Liitiainen, Elia Verleysen, Michel[UCL] Corona, Francesco Lendasse, Amaury (2009) Neurocomputing — Vol. 72, no. 16-18, p. 3692-3703 (2009)
    • Journal article
    A Comparative Study of Various Probability Density Estimation Methods for Data Analysis
    Assenza, Alex Valle, Maurizio Verleysen, Michel[UCL] (2008) International Journal Of Computational Intelligence Systems — Vol. 1, no. 2, p. 188-201 (2008)
    • Journal article
    Distance estimation in numerical data sets with missing values
    Eirola, Emile Doquire, Gauthier[UCL] Verleysen, Michel[UCL] Landasse, Amaury (2013) Information Sciences — Vol. 240, p. 115-128 (10/08/2013)
    • 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)
    • Journal article
    A CMOS analog circuit for Gaussian functions
    Madrenas, J. Verleysen, Michel[UCL] Thissen, P. Voz, JL. (1996) IEEE Transactions on Circuits and Systems Part 2: Analog and Digital Signal Processing — Vol. 43, no. 1, p. 70-74 (1996)
    • 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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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)

Pages