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.

本数据集仓库收录了本网页公开发布的UCR时间序列异常检测（UCR Time Series Anomaly Detection）数据集集合。本数据集仓库的创建旨在保障TimeVQVAE-AD论文[2]中所使用的数据集版本一致性。
<b>参考文献</b>
[1] 基奥, 埃蒙（Eamonn）等. “多数据集时间序列异常检测竞赛”. 载于：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, 大洙（Daesoo）、Sara Malacarne与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”. 载于：《模式识别（Pattern Recognition）》(2024): 110826.