MTM: A Multi-Scale Token Mixing Transformer for Irregular Multivariate Time Series Classification

Shuhan Zhong, Weipeng Zhuo, Sizhe Song +3

Irregular multivariate time series (IMTS) is characterized by the lack of synchronized observations across its different channels. In this paper, we point out that this channel-wis…