Multivariate time series anomaly detection via separation, decomposition, and dual transformer-based autoencoder
Shiyuan Fu, Xin Gao, Baofeng Li, Feng Zhai, Jiansheng Lu, Bing Xue, Jiahao Yu, Chun Xiao
Topics & Concepts
Anomaly detectionComputer sciencePattern recognition (psychology)Multivariate statisticsAutoencoderResidualEntropy (arrow of time)Artificial intelligenceData miningAlgorithmMachine learningDeep learningPhysicsQuantum mechanicsAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingNetwork Security and Intrusion Detection