LGAT: A novel model for multivariate time series anomaly detection with improved anomaly transformer and learning graph structures
Mi Wen, ZheHui Chen, Yun Xiong, YiChuan Zhang
Topics & Concepts
Anomaly detectionMultivariate statisticsComputer scienceAnomaly (physics)Artificial intelligenceTransformerSeries (stratigraphy)GraphTime seriesPattern recognition (psychology)Machine learningTheoretical computer scienceGeologyEngineeringPhysicsElectrical engineeringVoltageCondensed matter physicsPaleontologyAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingNetwork Security and Intrusion Detection