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

no code implementations • 13 Sep 2023 • YuanHao Liu, Dehui Du, Zihan Jiang, Anyan Huang, Yiyang Li

To address these challenges, we propose a novel framework called Mining Causal Natural Structure (MCNS), which is automatic and domain-agnostic and helps to find the causal natural structures inside time series via the internal causality scheme.

Causal Inference Time Series +1