1. AUDIBERT Julien
  2. AUDIBERT Julien
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AUDIBERT Julien

Journal

Audibert, Julien; Michiardi, Pietro; Guyard, Frédéric; Marti, Sébastien; Zuluaga, Maria A.

Do deep neural networks contribute to multivariate time series anomaly detection?

Pattern Recognition, Vol. 132, December 2022, 108945
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Thèse

Audibert, Julien

Unsupervised anomaly detection in time-series

Thesis
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Poster / Demo

Audibert, Julien; Marti, Sébastien; Guyard, Frédéric; Zuluaga, Maria A

From univariate to multivariate time series anomaly detection with non-local information

ECML/PKDD 2021, 6th Workshop on Advanced Analytics and Learning on Temporal Data, 13-17 September 2021 (Virtual Event) / Also to be published in LNCS, Vol. 13114
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Conférence

Audibert, Julien; Michiardi, Pietro; Guyard, Frederic; Marti, Sebastien; Zuluaga, Maria A.

USAD: Unsupervised anomaly detection on multivariate time series

KDD 2020, 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 23-27, 2020, San Diego, USA (Virtual Conference)
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