2 papers
cs.LG2024
Causal and Local Correlations Based Network for Multivariate Time Series Classification
Mingsen Du, Yanxuan Wei, Xiangwei Zheng +1
Recently, time series classification has attracted the attention of a large number of researchers, and hundreds of methods have been proposed. However, these methods often ignore t…
cs.LG2024
ST-Tree with Interpretability for Multivariate Time Series Classification
Mingsen Du, Yanxuan Wei, Yingxia Tang +3
Multivariate time series classification is of great importance in practical applications and is a challenging task. However, deep neural network models such as Transformers exhibit…