Time Series Analysis, Time Series Forecasting, Machine Learning, Deep Learning, Research.
this method is both effective and scalable. Figure 1:Overview of our SOFTS method. The multivariate time series is first embedded along the temporal dimension to get the series representation for each channel. Then the channel correlation is captured by multiple layers of simple and efficient STAD