Robust unsupervised anomaly detection via multi-time scale DCGANs with forgetting mechanism for industrial multivariate time series
Haoran Liang, Lei Song, Jianxing Wang, Lili Guo, Xuzhi Li, Ji Liang
Topics & Concepts
Computer scienceAnomaly detectionArtificial intelligenceMultivariate statisticsRobustness (evolution)Sliding window protocolTime seriesPattern recognition (psychology)Data miningForgettingMachine learningSeries (stratigraphy)Deep learningWindow (computing)Operating systemChemistryPhilosophyPaleontologyBiologyGeneBiochemistryLinguisticsAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingDigital Media Forensic Detection