Abstract: This paper presents a method to integrate causal inference into deep learning for time series forecasting. We consider time series for complex systems characterized by non-linear dynamics, ...

Abstract: In the process of photoelectric sensor signal transmission, environmental fluctuations and temperature variations introduce noise. It cause signal distortion and return waveform distortion.