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...

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Xehetasun bibliografikoak
Egile Nagusiak: Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier
Formatua: Artikulua
Hizkuntza:English
Argitaratua: MDPI AG 2021-12-01
Saila:Mathematics
Gaiak:
convolutional neural network
explainability
multivariate time series classification
Sarrera elektronikoa:https://www.mdpi.com/2227-7390/9/23/3137

Internet

https://www.mdpi.com/2227-7390/9/23/3137

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