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Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series.
Proc Natl Acad Sci U S A. 2022 Feb 22;119(8):e2106598119. doi: 10.1073/pnas.2106598119.
Proc Natl Acad Sci U S A. 2022.
PMID: 35181603
Free PMC article.
Interpretable Detection of Partial Discharge in Power Lines with Deep Learning.
Michau G, Hsu CC, Fink O.
Michau G, et al.
Sensors (Basel). 2021 Mar 19;21(6):2154. doi: 10.3390/s21062154.
Sensors (Basel). 2021.
PMID: 33808568
Free PMC article.
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Contrastive Learning for Fault Detection and Diagnostics in the Context of Changing Operating Conditions and Novel Fault Types.
Rombach K, Michau G, Fink O.
Rombach K, et al. Among authors: michau g.
Sensors (Basel). 2021 May 20;21(10):3550. doi: 10.3390/s21103550.
Sensors (Basel). 2021.
PMID: 34065164
Free PMC article.
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