Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series

G Michau, G Frusque, O Fink - Proceedings of the National …, 2022 - National Acad Sciences
High-frequency (HF) signals are ubiquitous in the industrial world and are of great use for
monitoring of industrial assets. Most deep-learning tools are designed for inputs of fixed …

Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series

G Michau, G Frusque, O Fink - Proceedings of the …, 2022 - research-collection.ethz.ch
High-frequency (HF) signals are ubiquitous in the industrial world and are of great use for
monitoring of industrial assets. Most deep-learning tools are designed for inputs of fixed …

Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series

G Michau, G Frusque, O Fink - arXiv preprint arXiv:2105.00899, 2021 - arxiv.org
High-Frequency (HF) signals are ubiquitous in the industrial world and are of great use for
monitoring of industrial assets. Most deep learning tools are designed for inputs of fixed …

Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series

G Michau, G Frusque, O Fink - Proceedings of the …, 2022 - pubmed.ncbi.nlm.nih.gov
High-frequency (HF) signals are ubiquitous in the industrial world and are of great use for
monitoring of industrial assets. Most deep-learning tools are designed for inputs of fixed …

Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series

G Michau, GM Frusque, O Fink - Proceedings of the National …, 2023 - infoscience.epfl.ch
High-frequency (HF) signals are ubiquitous in the industrial world and are of great use for
monitoring of industrial assets. Most deep-learning tools are designed for inputs of fixed …

Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series.

G Michau, G Frusque, O Fink - … of the National Academy of Sciences …, 2022 - europepmc.org
High-frequency (HF) signals are ubiquitous in the industrial world and are of great use for
monitoring of industrial assets. Most deep-learning tools are designed for inputs of fixed …

Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series

G Michau, G Frusque, O Fink - Proceedings of the National …, 2022 - ui.adsabs.harvard.edu
Monitoring of industrial assets often relies on high-frequency (HF) signal measurements.
One difficulty of dealing with such measurements in the industrial context is the conciliation …

[HTML][HTML] Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series

G Michau, G Frusque, O Fink - … of the National Academy of Sciences …, 2022 - ncbi.nlm.nih.gov
High-frequency (HF) signals are ubiquitous in the industrial world and are of great use for
monitoring of industrial assets. Most deep-learning tools are designed for inputs of fixed …