Principal Component Analysis (PCA) and Independent Component Analysis (ICA) were the two best methods at extracting representative features, followed by Dictionary Learning (DL) and Non-Negative Matrix Factorization (NNMF).
Read moreWhat are the features of time series data?
When plotted, many time series exhibit one or more of the following features:
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