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Model-based Clustering of High-dimensional Data Streams with Online Mixture of Probabilistic PCA Bellas A., Bouveyron C., Cottrell M., Lacaille J. Advances in Data Analysis and Classification (2013) in press [hal-00759945 - version 1]

Probabilistic outlier detection in vibration spectra with small learning dataset Hazan A., Verleysen M., Cottrell M., Lacaille J., Madani K. [hal-00681036 - version 2] (28/03/2012)

Bayesian inference for outlier detection in vibration spectra with small learning dataset Hazan A., Verleysen M., Cottrell M., Lacaille J. Dans Proceedings of Surveillance 6 - Surveillance 6, France (2011) [hal-00660793 - version 1]

Aircraft engine fleet monitoring using Self-Organizing Maps and Edit Distance Côme E., Cottrell M., Verleysen M., Lacaille J. Dans WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps (2011) 298-307 [hal-00566239 - version 1]

Sudden change detection in turbofan engine behavior Lacaille J., Côme E. Dans Proceedings of the The Eighth International Conference on Condition Monitoring and Machinery Failure Prevention Technologies - International Conference on Condition Monitoring and Machinery Failure Prevention Technologies, Royaume-Uni (2011) [hal-00662337 - version 1]

Visual Mining and Statistics for a Turbofan Engine Fleet Lacaille J., Côme E. Dans Proceedings of the IEEE Aerospace Conference - IEEE Aerospace Conference, États-Unis (2011) [hal-00662333 - version 1]

Linear smoothing of FRF for aicraft engine vibration monitoring Hazan A., Verleysen M., Cottrell M., Lacaille J. Dans Proceedings of ISMA2010 - International Conference on Noise and Vibration Engineering, Belgique (2010) [hal-00523747 - version 1]

Trajectory Clustering for Vibration Detection in Aircraft Engines Hazan A., Verleysen M., Cottrell M., Lacaille J. Dans Lecture Notes in Artificial Intelligence, Advances in Data Mining - Industrial Conference on Data mining 2010, Allemagne (2010) [hal-00488946 - version 1]

Aircraft engine health monitoring using Self-Organizing Maps Côme E., Cottrell M., Verleysen M., Lacaille J. Dans Advances in Data Mining. Applications and Theoretical Aspects, 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010. Proceedings - 10th Industrial Conference, ICDM 2010,, Allemagne (2010) [hal-00458298 - version 1]

Self Organizing Star (SOS) for health monitoring Côme E., Cottrell M., Verleysen M., Lacaille J. Dans Proceedings of the European conference on artificial neural networks, - European conference on artificial neural networks,, Belgique (2010) [hal-00446594 - version 1]