Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach

Yifan Guo, Weixian Liao, Qianlong Wang, Lixing Yu, Tianxi Ji, Pan Li. Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach. In Jun Zhu 0001, Ichiro Takeuchi, editors, Proceedings of The 10th Asian Conference on Machine Learning, ACML 2018, Beijing, China, November 14-16, 2018. Volume 95 of Proceedings of Machine Learning Research, pages 97-112, JMLR.org, 2018. [doi]

Authors

Yifan Guo

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Weixian Liao

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Qianlong Wang

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Lixing Yu

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Tianxi Ji

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Pan Li

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