PLanTS: Periodicity-aware Latent-state Representation Learning for Multivariate Time Series

Jia Wang, Xiao Wang, Chi Zhang

Multivariate time series (MTS) are ubiquitous in domains such as healthcare, climate science, and industrial monitoring, but their high dimensionality, limited labeled data, and no…