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Displaying 22 results.
    • Speech
    Lag selection for regression models using high-dimensional mutual information
    Simon, Geoffroy[UCL] Verleysen, Michel[UCL] (2006) 14th European Symposium on Artificial Neural Networks (ESANN 2006) — 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
    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
    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
    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 bootstrap methodology for regression model selection
    Lendasse, Amauri Simon, Geoffroy[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) 12th European Symposium on Artificial Neural Networks (ESANN) — Brugge(Belgium)
    • Speech
    Fast Bootstrap applied to LS-SVM for long Term Prediction of Time Series
    Lendasse, Amaury Wertz, Vincent[UCL] Simon, Geoffroy[UCL] Verleysen, Michel[UCL] (2004) IJCNN'04, 2004 International Joint Conference on Neural Networks — Budapest (Hungary)
    • Speech
    Time series forecasting: Obtaining long term trends with self-organizing maps
    Simon, Geoffroy[UCL] Lendasse, Amauri Cottrell, Marie Fort, JC Verleysen, Michel[UCL] (2005) 1st IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition — Florence(Italy)
    • Journal article
    Double quantization of the regressor space for long-term time series prediction: method and proof of stability.
    Simon, Geoffroy[UCL] Lendasse, Amaury Cottrell, Marie Fort, Jean-Claude Verleysen, Michel[UCL] (2004) Neural networks : the official journal of the International Neural Network Society — Vol. 17, no. 8-9, p. 1169-1181 (Octobre-Novembre 2004)
    • Speech
    Using the Self-Organizing Maps to prove empirically the market inefficiency: Evidence from the Paris Stock Exchange
    Catteau, Didier[UCL] Simon, Geoffroy[UCL] Ben Omrane, Walid[UCL] Verleysen, Michel[UCL] (2005) Connectionist Approaches in Economics and Management Sciences (ACSEG 2005) — Aix-en-Provence (France)
    • Speech
    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)
    • 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
    On the need of unfolding preprocessing for time series clustering
    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2005) 5th Workshop on Self-Organizing Maps (WSOM 2005) — Paris (France)
    • Journal article
    Forecasting the CATS benchmark with the Double Vector Quantization method
    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Cottrell, Marie Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 13-15, p. 2400-2409 (2007)
    • Journal article
    Unfolding preprocessing for meaningful time series clustering.
    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2006) Neural networks : the official journal of the International Neural Network Society — Vol. 19, no. 6-7, p. 877-888 (2006)
    • Speech
    Double Quantization Forecasting Method for Filling Missing Data in the CATS Time Series
    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] Cottrell, Marie (2004) IJCNN 2004, International Joint Conference on Neural Networks — Budapest (Hungary)