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1. • BookChapter

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   Precision of Computations in Analog Neural Networks

   Verleysen, Michel[UCL] Jespers, Paul[UCL] (1991) VLSI design of neural networks —
2. • Speech

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   Dimensionality Reduction of EEG for Classification using Mutual Information and SVM

   Guerrero-Mosquera, Carlos Verleysen, Michel[UCL] Navia Vazquez, Angel (2011) IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2011) — Beijing (China)
3. • Journal article

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   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)
4. • Speech

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   Feature Selection for Multi-label Classification Problems

   Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) 11th international work-conference on artificial neural networks (IWANN 2011) — Torremolinos (Spain)
5. • Book

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   20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning 2012: Proceedings

   Verleysen, Michel[UCL] (2012)
6. • Journal article

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   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)
7. • Journal article

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   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)
8. • Journal article

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   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)
9. • Journal article

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   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)
10. • Journal article

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    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)
11. • Journal article

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    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)
12. • Journal article

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    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)
13. • Journal article

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    A CMOS/SOI single-input PWM discriminator for low-voltage body-implanted applications

    De Lima, Jader A. Silva, Sidney F. Cordeiro, Adriano S. Verleysen, Michel[UCL] (2002) VLSI Design — Vol. 15, no. 1, p. 469-476 (2002)
14. • BookChapter

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    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]
15. • Journal article

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    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)
16. • Speech

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    Forecasting electricity demand using Kohonen maps

    Lendasse, Amaury[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2001) 20th Benelux meeting on Systems and Control — Houffalize (Belgium)
17. • Speech

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    Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081)

    Keim, Danial A. Rossi, Fabrice Seidl, Thomas Verleysen, Michel[UCL] Wrobel, Stefan (2012) Dagstuhl Seminar 12081 — Schloss Dagstuhl-Leibnitz-Zentrum für Informatik (Germany)
18. • Journal article

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    Pointwise probability reinforcements for robust statistical inference

    Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2014) Neural Networks — Vol. 50, p. 124-141 (14 November 2013)
19. • Speech

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    Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance

    Côme, Etienne Cottrell, Marie Verleysen, Michel[UCL] Lacaille, Jérôme (2011) 8th Workshop on Self-Organizing Maps (WSOM 2011) — Espoo (Finland)
20. • Journal article

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    An Analog Vlsi Implementation of Hopfield's Neural Network

    Verleysen, Michel[UCL] Jespers, PGA. (1989) IEEE Micro — Vol. 9, no. 6, p. 46-55 (1989)
21. • Speech

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    A Statistical Tool to Assess the Reliability of Self-Organizing Maps

    Cottrell, Marie de Bodt, Eric[UCL] Verleysen, Michel[UCL] (2001) Workshop on Self-Organizing Maps (WSOM 2001) — Lincoln (UK)
22. • Speech

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    A capacitive neural network for associative memory

    Verleysen, Michel[UCL] Jespers, Paul[UCL] Martin, D. (1989) Proceedings of the Tenth Symposium on Information Theory in the Benelux — Houthalen, Belgium
23. • Speech

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    Trajectory Clustering for Vibration Detection in Aircraft Engines

    Hazan, Aurélien Verleysen, Michel[UCL] Cottrell, Marie Lacaille, Jérôme (2010) Industrial Conference on Data Mining (ICDM 2010) — Berlin (Germany)
24. • Speech

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    Fast bootstrap for Least-Square Support Vector Machines

    Lendasse, Amaury Simon, Geoffroy[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2004) ESANN 2004, European Symposium on Artificial Neural Networks — Bruges (Belgium)
25. • Book

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    Les Réseaux de Neurones Artificiels

    Blayo, François Verleysen, Michel[UCL] (1996)

Pages