Temporal self-attention-based Conv-LSTM network for multivariate time series prediction

on multiple datasets (SML2010 and NASDAQ100), and applied to satellite state prediction (our private dataset). The effectiveness of our temporal self-attention was demonstrated by experiments. And the best short-term prediction performance was achieved by our improved model.