TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification

1 code implementation • 11 Apr 2023 • Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Yong Cui, Jun Gu

Unfortunately, the existing deep learning-based methods neglect the hidden dependencies in different dimensions and also rarely consider the unique dynamic features of time series, which lack sufficient feature extraction capability to obtain satisfactory classification accuracy.

Classification Graph Learning +2