TFEC: Multivariate Time-Series Clustering via Temporal-Frequency Enhanced Contrastive Learning

Zexi Tan, Tao Xie, Haoyi Xiao +5

Multivariate Time-Series (MTS) clustering is crucial for signal processing and data analysis. Although deep learning approaches, particularly those leveraging Contrastive Learning…