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.

本数据集收录了可在本网页公开获取的UCR时间序列异常检测（UCR Time Series Anomaly Detection）数据集[1]。本数据集仓库的构建旨在保障TimeVQVAE-AD论文[2]中所使用的数据集版本的一致性。
【参考文献】
[1] 伊蒙·基奥（Eamonn Keogh）等. 多数据集时间序列异常检测竞赛[C]//ACM SIGKDD知识发现与数据挖掘国际会议. https://compete.hexagonml.com/practice/competition/39, 2021.
[2] 李大为（Daesoo Lee）、萨拉·马拉卡内（Sara Malacarne）、埃伦德·奥恩（Erlend Aune）. 基于掩码隐空间生成建模的可解释时间序列异常检测[J]. 《模式识别（Pattern Recognition）》, 2024: 110826.