65 citations · 69 across the 3 of their papers we have counts for
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cs.LG2022★ 4 cited
Semi-supervised classification using a supervised autoencoder for biomedical applications
Cyprien Gille, Frederic Guyard, Michel Barlaud
In this paper we present a new approach to solve semi-supervised classification tasks for biomedical applications, involving a supervised autoencoder network. We create a network a…
cs.LG2022★ 65 cited
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
Julien Audibert, Pietro Michiardi, Frédéric Guyard +2
Anomaly detection in time series is a complex task that has been widely studied. In recent years, the ability of unsupervised anomaly detection algorithms has received much attenti…