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time series detection for multi dimensional time series? #27

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yuehu9 opened this issue Jul 15, 2020 · 1 comment
Open

time series detection for multi dimensional time series? #27

yuehu9 opened this issue Jul 15, 2020 · 1 comment

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@yuehu9
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yuehu9 commented Jul 15, 2020

While this paper mainly focus on single dimension time series, are there extensions to deal with multi dimensional time series? For example apply VAE on the feature vector of each time slice.

@JulienAu
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JulienAu commented Aug 3, 2020

For multivariate Time-series, you can use https://dl.acm.org/doi/pdf/10.1145/3292500.3330672
If you want an architecture with AE, you can use : http://www.eurecom.fr/en/publication/6271/download/data-publi-6271_1.pdf

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