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Displaying 1 - 25 of 47 results.

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    • Speech
    Classification of investment funds by self-organizing maps
    Cardon, Pierre[UCL] Lendasse, Amaury[UCL] Wertz, Vincent[UCL] de Bodt, Eric[UCL] Verleysen, Michel[UCL] (2002) ACSEG 2002, Connectionist Approaches in Economics and Management Sciences — Boulogne-sur-Mer (France)
    • Speech
    LS-SVM hyperparameter selection with a nonparametric noise estimator
    Lendasse, Amaury Ji, Jongnan Reyhani, Nima Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
    • 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
    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
    Extraction of intrinsic dimension using CCA-Application to blind sources separation.
    Lendasse, Amaury[UCL] Verleysen, Michel[UCL] Donckers, Nicolas[UCL] Wertz, Vincent[UCL] (1999) European Symposium on Artificial Neural Networks (ESANN'99) — Bruges (Belgium)
    • 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
    Phosphene evaluation in a visual prosthesis with artificial neural networks
    Archambeau, Cédric[UCL] Lendasse, Amaury[UCL] Trullemans, Charles[UCL] Veraart, Claude[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2001) EUNITE 2001, European Symposium on Intelligent Techniques, Hybrid Systems and their implementation on Smart Adaptive Systems — Tenerife (Spain)
    • Speech
    Using the Delta Test for Variable Selection
    Eirola, Emil Liitiäinen, Elia Lendasse, Amaury Corona, F. Verleysen, Michel[UCL] (2008) 16th European Symposium on Artificial Neural Networks (ESANN 2008) — Bruges (Belgium)
    • Speech
    Determination of the Mahalanobis matrix using nonparametric noise estimations
    Lendasse, Amaury Corona, F. Hao, J. Reyhani, N. Verleysen, Michel[UCL] (2006) 14th European Symposium on Artificial Neural Networks (ESANN 2006) — Bruges (Belgium)
    • 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)
    • 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
    The delta test: The 1-NN estimator as a feature selection criterion
    Eirola, E. Lendasse, Amaury Corona, F. Verleysen, Michel[UCL] (2014) 2014 International Joint Conference on Neural Networks (IJCNN 201) — Beijing (China)
    • Journal article
    Vector quantization: a weighted version for time series forecasting
    Lendasse, Amaury François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) Future Generation Computer Systems — Vol. 21, no.7, p. 1056-1067 (07/2005)
    • 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)
    • Journal article
    Time series prediction competition: The CATS benchmark
    Lendasse, Amaury Oja, Erkki Simula, Olli Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 13-15, p. 2325-2329 (2007)
    • 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
    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
    Time Series Prediction Competition: The CATS Benchmark
    Lendasse, Amaury Oja, Erkki Simula, Olli Verleysen, Michel[UCL] (2004) IJCNN'2004 – International Joint Conference on Neural Networks — Budapest (Hungary)
    • 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)
    • Journal article
    Self-organizing Feature Maps for the Classificaion of Investment Funds
    Lendasse, Amaury[UCL] Cardon, P.[UCL] Wertz, Vincent[UCL] de Bodt, Eric[UCL] Verleysen, Michel[UCL] (2004) European Journal of Economic and Social Systems — Vol. 17, no. 1-2, p. 183-195 (2004)

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