Variable-wise generative adversarial transformer in multivariate time series anomaly detection
Xuekang Yang, Hui Li, Xingyu Feng, Zixiong Jin
Topics & Concepts
Computer scienceAnomaly detectionDiscriminatorVariable (mathematics)Time seriesData miningArtificial intelligenceLatent variableMultivariate statisticsSeries (stratigraphy)TransformerMachine learningPattern recognition (psychology)MathematicsEngineeringDetectorTelecommunicationsBiologyPaleontologyVoltageElectrical engineeringMathematical analysisAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingComplex Systems and Time Series Analysis