Julien Audibert

According to our database, Julien Audibert authored at least 4 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

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

Pattern Recognit., 2022

2021

Unsupervised anomaly detection in time-series. (Détection non supervisée des anomalies dans les séries temporelles).

Julien Audibert

PhD thesis, 2021

From Univariate to Multivariate Time Series Anomaly Detection with Non-Local Information.

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

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2021

2020

USAD: UnSupervised Anomaly Detection on Multivariate Time Series.

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

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020