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Julien Audibert
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 4
Top Topics
Multivariate Time Series
Dimension Reduction
Detect Anomalies
Temporal Patterns
Top Venues
Pattern Recognit.
CoRR
KDD
AALTD@ECML/PKDD
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Publications
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Julien Audibert
,
Pietro Michiardi
,
Frédéric Guyard
,
Sébastien Marti
,
Maria A. Zuluaga
Do deep neural networks contribute to multivariate time series anomaly detection?
Pattern Recognit.
132 (2022)
Julien Audibert
,
Pietro Michiardi
,
Frédéric Guyard
,
Sébastien Marti
,
Maria A. Zuluaga
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
CoRR
(2022)
Julien Audibert
,
Sébastien Marti
,
Frédéric Guyard
,
Maria A. Zuluaga
From Univariate to Multivariate Time Series Anomaly Detection with Non-Local Information.
AALTD@ECML/PKDD
(2021)
Julien Audibert
,
Pietro Michiardi
,
Frédéric Guyard
,
Sébastien Marti
,
Maria A. Zuluaga
USAD: UnSupervised Anomaly Detection on Multivariate Time Series.
KDD
(2020)