UCR Time Series Anomaly Detection datasets (2021)

This provides the UCR Time Series Anomaly Detection datasets [1] publicly available on this webpage. This dataset repository is created to ensure the version of the dataset used in the TimeVQVAE-AD paper [2].<b>References</b><br>[1] Keogh, Eamonn, et al. "Multi-dataset time-series anomaly detection competition." <i>ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. https://compete. hexagonml. com/practice/competition/39</i>. 2021.<br>[2] Lee, Daesoo, Sara Malacarne, and Erlend Aune. "Explainable time series anomaly detection using masked latent generative modeling." <i>Pattern Recognition</i> (2024): 110826.