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1. • Speech

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   Sélection de variables spectrales par information mutuelle multivariée pour la construction de modèles non-linéaires

   Lendasse, Amaury François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2004) Chimiométrie 2004 — Paris (France)
2. • Speech

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   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)
3. • Speech

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   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)
4. • Speech

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   A robust nonlinear projection method

   Lee, John Aldo[UCL] Lendasse, Amaury[UCL] Donckers, Nicolas[UCL] Verleysen, Michel[UCL] (2000) European Symposium on Artificial Neural Networks (ESANN'2000) — Bruges (Belgium)
5. • Speech

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   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
6. • Speech

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   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)
7. • Speech

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   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)
8. • Speech

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   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)
9. • Journal article

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   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)
10. • Speech

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    Forecasting electricity demand using Kohonen maps

    Lendasse, Amaury[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2001) 20th Benelux meeting on Systems and Control — Houffalize (Belgium)
11. • Journal article

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    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)
12. • Speech

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    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)
13. • Journal article

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    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)
14. • Speech

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    Estimation non paramétrique de bruit pour la construction de modèles non linéaires en spectrométrie

    Lendasse, Amaury François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) Chimiométrie 2005 — Villeneuve d'Ascq (France)
15. • Speech

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    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)
16. • BookChapter

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    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 —
17. • Journal article

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    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)
18. • Speech

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    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)
19. • Journal article

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    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)
20. • Journal article

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    Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis

    Lee, John Aldo[UCL] Lendasse, Amaury[UCL] Verleysen, Michel[UCL] (2004) Neurocomputing — Vol. 57, p. 49-76 (03/2004)

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