XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification

XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification

Multivariate Time Series (MTS) classification has gained importance over the past decade with the increase in the number of temporal datasets in multiple domains. The current state-of-the-art MTS classifier is a heavyweight deep learning approach, which outperforms the second-best MTS classifier onl...

Bibliografiset tiedot
Päätekijät:	Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier
Aineistotyyppi:	Artikkeli
Kieli:	English
Julkaistu:	MDPI AG 2021-12-01
Sarja:	Mathematics
Aiheet:	convolutional neural network explainability multivariate time series classification
Linkit:	https://www.mdpi.com/2227-7390/9/23/3137

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