Multivariate time-series classification with hierarchical variational graph pooling

In recent years, multivariate time-series classification (MTSC) has attracted considerable attention owing to the advancement of sensing technology. Existing deep-learning-based MTSC techniques, which mostly rely on convolutional or recurrent neural networks, focus primarily on the temporal dependen...

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Veröffentlicht in:	Neural networks 2022-10, Vol.154, p.481-490
Hauptverfasser:	Duan, Ziheng, Xu, Haoyan, Wang, Yueyang, Huang, Yida, Ren, Anni, Xu, Zhongbin, Sun, Yizhou, Wang, Wei
Format:	Artikel
Sprache:	eng
Schlagworte:	Graph classification Graph neural networks Graph pooling Multivariate time series classification
Online-Zugang:	Volltext
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