Variational transformer-based anomaly detection approach for multivariate time series
Xixuan Wang, Dechang Pi, Xiangyan Zhang, Hao Liu, Chang Guo
Topics & Concepts
Anomaly detectionMultivariate statisticsComputer scienceAutoencoderArtificial intelligenceData miningTime seriesTransformerPattern recognition (psychology)Series (stratigraphy)ResidualAlgorithmMachine learningEngineeringArtificial neural networkBiologyVoltagePaleontologyElectrical engineeringAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionArtificial Immune Systems Applications