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Displaying 10 results.
    • 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
    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
    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
    Prédiction de séries temporelles financières par double carte de Kohonen et modèles RBFN locaux: application à la prédiction de l'indice boursier DAX30
    Dablemont, Simon[UCL] Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Ruttiens, Alain Verleysen, Michel[UCL] (2003) ACSEG 2003, Connectionist Approaches in Economics and Management Sciences — Nantes (France)
    • Speech
    Time series forecasting with SOM and local non-linear models - Application to the DAX30 index prediction
    Dablemont, Simon[UCL] Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Ruttiens, Alain Blayo, François Verleysen, Michel[UCL] (2003) WSOM 2003, Workshop on Self-Organizing Maps — Hibikino (Japan)
    • 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)
    • 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)