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Displaying 17 results.
    • Journal article
    Advances in self-organizing maps - Introduction
    Cottrell, Marie Verleysen, Michel[UCL] (2006) Neural Networks — Vol. 19, no. 6-7, p. 721-722 (2006)
    • Speech
    Random model of vibrations for Foreign Object Damage detection in a civil aircraft engine
    Azan, Aurélien Verleysen, Michel[UCL] Cottrell, Marie (2009) Machine Learning for Aerospace International Workshop (MLA 2009) — Marseille (France)
    • 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
    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),
    • 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
    Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance
    Côme, Etienne Cottrell, Marie Verleysen, Michel[UCL] Lacaille, Jérôme (2011) 8th Workshop on Self-Organizing Maps (WSOM 2011) — Espoo (Finland)
    • 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
    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
    Double Quantization Forecasting Method for Filling Missing Data in the CATS Time Series
    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] Cottrell, Marie (2004) IJCNN 2004, International Joint Conference on Neural Networks — Budapest (Hungary)
    • Journal article
    Forecasting the CATS benchmark with the Double Vector Quantization method
    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Cottrell, Marie Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 13-15, p. 2400-2409 (2007)
    • Speech
    Time series forecasting: Obtaining long term trends with self-organizing maps
    Simon, Geoffroy[UCL] Lendasse, Amauri Cottrell, Marie Fort, JC Verleysen, Michel[UCL] (2005) 1st IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition — Florence(Italy)
    • 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
    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
    Fault prediction in aircraft engines using self-organizing maps
    Cottrell, Marie Gaubert, Patrice Eloy, Cédric[UCL] François, Damien[UCL] Hallaux, Geoffroy[UCL] Lacaille, Jérôme Verleysen, Michel[UCL] (2009) 7th International Workshop Self-Organizing Maps (WSOM 2009) — St. Augustine (Florida/USA)