TSMAE: A Novel Anomaly Detection Approach for Internet of Things Time Series Data Using Memory-Augmented Autoencoder - Gao, Honghao; Qiu, Binyang; Barroso, Ramon J. Duran; Hussain, Walayat; Xu, Yueshen; Wang, Xinheng (IEEE transactions on network science and engineering, 2023)
Keywords: Anomalies; Anomaly detection; autoencoder; Complexity theory; Data models; Datasets; Decoding; Feature extraction; Internet of Things; memory augmentation; Modules; Representations; Task analysis; Time series; time-series classification