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From anomaly detection to classification with graph attention and transformer for multivariate time series

Chaoyang Wang, Guangyu Liu

2024Advanced Engineering Informatics60 citationsDOI

Topics & Concepts

Multivariate statisticsAnomaly detectionSeries (stratigraphy)Time seriesGraphArtificial intelligenceComputer sciencePattern recognition (psychology)MathematicsMachine learningGeologyTheoretical computer sciencePaleontologyAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionTime Series Analysis and Forecasting
From anomaly detection to classification with graph attention and transformer for multivariate time series | Litcius