Search

Pages

1. • Dissertation

   • 

   Analyse et prédiction de séries temporelles par méthodes non linéaires : application à des données industrielles et financières

   Lendasse, Amaury[UCL] (2003)
2. • 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)
3. • Speech

   • 

   Model selection with cross-validations and bootstraps - Application to time series prediction with RBFN models

   Lendasse, Amaury[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2003) Joint International Conference on Artificial Neural Networks (ICANN)/International on Neural Information Processing (ICANN 2003) — ISTANBUL (Turkey)
4. • 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)
5. • Speech

   • 

   Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs

   Miché, Yoan Eirola, Emile Bas, Patrick Simula, Olli Jutten, Christian Lendasse, Amaury Verleysen, Michel[UCL] (2010) 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010) — Bruges (Belgium)
6. • 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)
7. • 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)
8. • Speech

   • 

   Pruned Lazy Learning Models for Time Series Prediction

   Sorjamaa, A. Lendasse, Amaury Verleysen, Michel[UCL] (2005) ESANN 2005, 13h European Symposium on Artificial Neural Networks — Bruges (Belgium)
9. • 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)
10. • 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)
11. • 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)
12. • Speech

    • 

    Time Series Forecasting using CCA and Kohonen Maps - Applications to Electricity Consumption

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

    • 

    Width optimization of the Gaussian kernels in Radial Basis Function Networks

    Benoudjit, Nabil[UCL] Archambeau, Cédric[UCL] Lendasse, Amaury[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2002) European Symposium on Artificial Neural Networks (ESANN'02) — Bruges (Belgium)
14. • 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)
15. • Speech

    • 

    Estimation de la dimension intrinsèque d'une série temporelle et prédiction par une méthode de projection. Application au SBF 250 sur la période 1992-1997

    Lendasse, Amaury[UCL] de Bodt, Eric[UCL] Verleysen, Michel[UCL] (1998) Connectionist Approaches in Economics and Management Sciences (ACSEG 1998) — Louvain-la-Neuve (Belgium)
16. • 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)
17. • Speech

    • 

    Business plans classification with locally pruned lazy learning models

    Sorjamaa, Antii Lendasse, Amaury François, Damien[UCL] Verleysen, Michel[UCL] (2004) Connectionist Approaches in Economics and Management Sciences (ACSEG 2004) — Lille, France
18. • 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)
19. • 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)
20. • Speech

    • 

    Prédiction de séries temporelles financières par double carte de Kohonen et modèles RBFN locaux: application à la prédiction de l'indice boursier DAX30

    Dablemont, Simon[UCL] Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Ruttiens, Alain Verleysen, Michel[UCL] (2003) ACSEG 2003, Connectionist Approaches in Economics and Management Sciences — Nantes (France)
21. • Speech

    • 

    Time series forecasting with SOM and local non-linear models - Application to the DAX30 index prediction

    Dablemont, Simon[UCL] Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Ruttiens, Alain Blayo, François Verleysen, Michel[UCL] (2003) WSOM 2003, Workshop on Self-Organizing Maps — Hibikino (Japan)
22. • 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)
23. • 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)
24. • Speech

    • 

    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)
25. • 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)

Pages