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Displaying 1 - 25 of 26 results.

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    • Speech
    Model selection with cross-validations and bootstraps - Application to time series prediction with RBFN models
    Lendasse, Amaury[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2003) Joint International Conference on Artificial Neural Networks (ICANN)/International on Neural Information Processing (ICANN 2003) — ISTANBUL (Turkey)
    • Speech
    Double SOM for Long-term Time Series Prediction
    Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Cottrell, Marie Fort, Jean-Claude Verleysen, Michel[UCL] (2003) WSOM 2003, Workshop on Self-Organizing Maps, Kyushu Institute of Technology — Hibikino (Japan)
    • Speech
    Le test des méthodes neuronales ou comment utiliser les techniques de rééchantillonnage pour ne pas se tromper de résultat
    Verleysen, Michel[UCL] (2003) ACSEG 2003, Connectionist Approaches in Economics and Management Sciences — Nantes (France)
    • Speech
    Improving independent component analysis performances by variable selection
    Vrins, Frédéric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] Vigneron, Vincent Jutten, Christian (2003) 2003 IEEE XIII Workshop on Neural Networks for Signal Processing (NNSP 2003) — Toulouse (France)
    • Speech
    On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures
    Archambeau, Cédric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2003) ESANN 2003, European Symposium on Artificial Neural Networks — Bruges (Belgium)
    • Speech
    Locally Linear Embedding versus Isotop
    Lee, John Aldo[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2003) ESANN 2003, European Symposium on Artificial Neural Networks — Bruges (Belgium)
    • 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 —
    • Journal article
    On the kernel widths in radial-basis function networks
    Benoudjit, Nabil[UCL] Verleysen, Michel[UCL] (2003) Neural Processing Letters — Vol. 18, no. 2, p. 139-154 (2003)
    • BookChapter
    Learning high-dimensional data
    Verleysen, Michel[UCL] (2003) Limitations and Future Trends in Neural Computation —
    • Speech
    Long-term time series forecasting using self-organizing maps : the double vector quantization method
    Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Cottrell, Marie Verleysen, Michel[UCL] (2003) ANNPR 2003, Artificial Neural Networks in Pattern Recognition — Florence (Italy)
    • Speech
    Fast Bootstrap for Model Structure Selection
    Lendasse, Amaury[UCL] Wertz, Vincent[UCL] Simon, Geoffroy[UCL] Verleysen, Michel[UCL] (2003) 22nd Benelux Meeting on Systems and Control — Lommel (Belgium)
    • 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
    Fully nonparametric probability density function estimation with finite Gaussian mixture models
    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2003) 5th International Conference on Advances in Pattern Recognition (ICAPR 2003) — Calcutta (India)
    • Speech
    Fast approximation of the bootstrap for model selection
    Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2003) ESANN 2003, European Symposium on Artificial Neural Networks — Bruges (Belgium)
    • 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)
    • Speech
    Nonlinear time series prediction by weighted vector quantization
    Lendasse, Amaury[UCL] François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2003) 2003 International Conference on Computational Science (ICCS 2003) — Saint Petersburg (Russian Federation)
    • Speech
    On the effects of dimensionality on data analysis with neural networks
    Verleysen, Michel[UCL] François, Damien[UCL] Simon, Geoffroy[UCL] Wertz, Vincent[UCL] (2003) 7th International Work Conference on Artificial and Natural Neural Networks (IWANN 2003) — Menorca (Spain)
    • Speech
    Le plan d'affaires : un outil pour l'investisseur ?
    François, Damien[UCL] Lendasse, Amaury[UCL] Gailly, Benoît[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2003) ACSEG 2003, Connectionist Approaches in Economics and Management Sciences — Nantes (France)
    • 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)

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