Litcius/Paper detail

DTAAD: Dual Tcn-attention networks for anomaly detection in multivariate time series data

Lingrui Yu, Qiuhong Lu, Yang Xue

2024Knowledge-Based Systems91 citationsDOI

Topics & Concepts

Anomaly detectionComputer scienceAutoencoderAutoregressive modelBaseline (sea)Artificial intelligenceAnomaly (physics)Time seriesEncoderDual (grammatical number)Multivariate statisticsTransformerData miningMachine learningPattern recognition (psychology)Deep learningEngineeringVoltageCondensed matter physicsArtLiteratureGeologyOceanographyEconomicsElectrical engineeringOperating systemPhysicsEconometricsAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingNetwork Security and Intrusion Detection