Dimensionality reduction for time series data

Diego Vidaurre, Iead Rezek, Samuel L. Harrison +2

Despite the fact that they do not consider the temporal nature of data, classic dimensionality reduction techniques, such as PCA, are widely applied to time series data. In this pa…