Graph-enhanced anomaly detection framework in multivariate time series using Graph Attention and Enhanced Generative Adversarial Networks
Yue He, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
Topics & Concepts
Computer scienceMultivariate statisticsGraphAnomaly detectionAdversarial systemGenerative grammarSeries (stratigraphy)Generative adversarial networkAnomaly (physics)Time seriesTheoretical computer scienceArtificial intelligenceMachine learningImage (mathematics)PhysicsPaleontologyBiologyCondensed matter physicsAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingNetwork Security and Intrusion Detection