Robust anomaly detection for multivariate time series through temporal GCNs and attention-based VAE
Yunfei Shi, Bin Wang, Yanwei Yu, Xianfeng Tang, Chao Huang, Junyu Dong
Topics & Concepts
Anomaly detectionMultivariate statisticsComputer scienceAnomaly (physics)Latent variableTime seriesSeries (stratigraphy)Artificial intelligenceData miningGraphProcess (computing)Pattern recognition (psychology)Machine learningTheoretical computer sciencePaleontologyOperating systemBiologyPhysicsCondensed matter physicsAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionTime Series Analysis and Forecasting