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Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism

Hyeongwon Kang, Pilsung Kang, Pilsung Kang

2024Knowledge-Based Systems122 citationsDOI

Topics & Concepts

Anomaly detectionMetric (unit)Computer scienceMultivariate statisticsAnomaly (physics)Time seriesVariable (mathematics)Data miningTransformerSeries (stratigraphy)Artificial intelligencePattern recognition (psychology)Machine learningMathematicsEngineeringVoltageOperations managementPaleontologyMathematical analysisBiologyCondensed matter physicsPhysicsElectrical engineeringAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingNetwork Security and Intrusion Detection
Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism | Litcius