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Displaying 5 results.
    • 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
    Forecasting Time-Series by Kohonen Classification
    Lendasse, Amaury[UCL] de Bodt, Eric[UCL] Cottrell, Marie Verleysen, Michel[UCL] Grégoire, Philippe[FUNDP] (1998) European Symposium on Artificial Neural Networks (ESANN'98) — 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
    Prediction of Electric Load using Kohonen Maps - Application to the Polish Electricity Consumption
    Lendasse, Amaury[UCL] Cottrell, Marie Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2002) ACC 2002, American Control Conference — Anchorage (Alaska,USA)
    • 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)