Do deep neural networks contribute to multivariate time series anomaly detection?
Audibert, Julien, Michiardi, Pietro, Guyard, Frédéric, Marti, Sébastien, Zuluaga, Maria A.
Published in Pattern recognition (01.12.2022)
Published in Pattern recognition (01.12.2022)
Get full text
Journal Article
Detection of Flares by Decrease in Physical Activity, Collected Using Wearable Activity Trackers in Rheumatoid Arthritis or Axial Spondyloarthritis: An Application of Machine Learning Analyses in Rheumatology
Gossec, Laure, Guyard, Frédéric, Leroy, Didier, Lafargue, Thomas, Seiler, Michel, Jacquemin, Charlotte, Molto, Anna, Sellam, Jérémie, Foltz, Violaine, Gandjbakhch, Frédérique, Hudry, Christophe, Mitrovic, Stéphane, Fautrel, Bruno, Servy, Hervé
Published in Arthritis care & research (2010) (01.10.2019)
Published in Arthritis care & research (2010) (01.10.2019)
Get full text
Journal Article
A New Semi-Supervised Classification Method Using a Supervised Autoencoder for Biomedical Applications
Gille, Cyprien, Guyard, Frederic, Barlaud, Michel
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Get full text
Conference Proceeding
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
Audibert, Julien, Michiardi, Pietro, Guyard, Frédéric, Marti, Sébastien, Zuluaga, Maria A
Published in arXiv.org (04.04.2022)
Published in arXiv.org (04.04.2022)
Get full text
Paper
Journal Article
Learning sparse auto-encoders for green AI image coding
Gille, Cyprien, Guyard, Frédéric, Antonini, Marc, Barlaud, Michel
Published in arXiv.org (09.09.2022)
Get full text
Published in arXiv.org (09.09.2022)
Paper
Signal quality detection in mobile network based on synthetic vehicle location data generation using generative adversial neural networks
Kassan, Sara, Mnakri, Bechir, Nagellen, Thierry, Guyard, Frederic, Tosic, Tamara
Published in 2024 International Wireless Communications and Mobile Computing (IWCMC) (27.05.2024)
Published in 2024 International Wireless Communications and Mobile Computing (IWCMC) (27.05.2024)
Get full text
Conference Proceeding