TTCD:Transformer Integrated Temporal Causal Discovery from Non-Stationary Time Series Data

Omar Faruque, Sahara Ali, Xue Zheng +1

The widespread availability of complex time series data in various domains such as environmental science, epidemiology, and economics demands robust causal discovery methods that c…