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Displaying 15 results.
    • Journal article
    On the use of self-organizing maps to accelerate vector quantization
    de Bodt, Eric[UCL] Cottrell, Marie Letremy, Patrick Verleysen, Michel[UCL] (2004) Neurocomputing — Vol. 56, p. 187-203 (2004)
    • Speech
    Forecasting financial time series through intrinsic dimension estimation and non-linear data projection
    Lendasse, Amaury[UCL] de Bodt, Eric[UCL] Verleysen, Michel[UCL] (1999) International Workshop on Artificial and Natural Neural Networks — Alicante (Spain)
    • BookChapter
    Forecasting financial time series through intrinsic dimension estimation and non-linear data projection
    Verleysen, Michel LENDASSE, AMAURY de Bodt, Eric (1999) —
    • Speech
    Are they Really Neighbor ? A Statistical Analysis of the SOM Algorithm Output
    de Bodt, Eric[UCL] Cottrell, Marie Verleysen, Michel[UCL] (2001) 8th International Workshop on Artificial Intelligence and Statistics (AISTATS 2001) — Key West, Florida (USA),
    • Speech
    Using the Kohonen Algorithm for Quick Initialization of Simple Competitive Learning Algorithm.
    de Bodt, Eric[UCL] Cottrell, Marie Verleysen, Michel[UCL] (1999) European Symposium on Artificial Neural Networks (ESANN'99) — Bruges (Belgium)
    • 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
    Réduction de la dimension d'un ensemble d'indicateurs techniques en vue de la prédiction de séries temporelles financières - Application à l'indice de marché BEL 20
    Lendasse, Amaury[UCL] Lee, John Aldo[UCL] de Bodt, Eric[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2000) ACSEG 2000 — Paris (France)
    • Speech
    Input data reduction for the prediction of financial time series
    Lendasse, Amaury[UCL] Lee, John Aldo[UCL] de Bodt, Eric[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2001) ESANN'2001. 9th European Symposium on Artificial Neural Networks — Bruges, Belgium
    • Journal article
    Statistical tools to assess the reliability of self-organizing maps
    de Bodt, Eric[UCL] Cottrell, Marie Verleysen, Michel[UCL] (2002) Neural Networks — Vol. 15, no. 8-9, p. 967-978 (2002)
    • Speech
    A Statistical Tool to Assess the Reliability of Self-Organizing Maps
    Cottrell, Marie de Bodt, Eric[UCL] Verleysen, Michel[UCL] (2001) Workshop on Self-Organizing Maps (WSOM 2001) — Lincoln (UK)
    • 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)
    • Journal article
    Non linear financial time series forecasting - Aplication to the Bel 20 stock market index
    Lendasse, Amaury[UCL] de Bodt, Eric[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2000) European Journal of Economic and Social Systems — Vol. 14, no. 1, p. 81-91 (2000)
    • 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
    Dimension reduction of technical indicators for the prediction of financial time series - Application to the BEL20 Market Index
    Lendasse, Amaury[UCL] Lee, John Aldo[UCL] de Bodt, Eric[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2001) European Journal of Economic and Social Systems — Vol. 15, no. 2, p. 31-48 (2001)
    • Speech
    Approximation using Radial Basis Function Networks - Application to Pricing Derivative Securities
    Lendasse, Amaury[UCL] Lee, John Aldo[UCL] de Bodt, Eric[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2001) Connectionist Approaches in Economics and Management Sciences (ACSEG 2001) — Rennes (France)