Anomaly Detection of Periodic Multivariate Time Series under High Acquisition Frequency Scene in IoT

Author:

Zhang Shuo,Chen XiaoFei,Chen JiaYuan,Jiang Qiao,Huang Hejiao

Publisher

IEEE

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Unraveling the ‘Anomaly’ in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

2. Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation;Intelligent Data Analysis;2024-02-26

3. An effective variational auto-encoder-based model for traffic flow imputation;Neural Computing and Applications;2023-11-22

4. KPI anomaly detection method of AIOps based on GAN;3rd International Conference on Artificial Intelligence, Automation, and High-Performance Computing (AIAHPC 2023);2023-07-21

5. Robust Dominant Periodicity Detection for Time Series with Missing Data;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

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