MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme

Yuanhao Liu, Dehui Du, Zihan Jiang +2

Causal inference permits us to discover covert relationships of various variables in time series. However, in most existing works, the variables mentioned above are the dimensions.…