VAEAT: Variational AutoeEncoder with adversarial training for multivariate time series anomaly detection

Author:

He ShengORCID,Du MingjingORCID,Jiang Xiang,Zhang WenbinORCID,Wang CongyuORCID

Publisher

Elsevier BV

Reference40 articles.

1. Time series classification based on temporal features;Ji;Appl. Soft Comput.,2022

2. Consistent anomaly detection and localization of multivariate time series via cross-correlation graph-based encoder–decoder GAN;Liang;IEEE Trans. Instrum. Meas.,2021

3. Recompose event sequences vs. predict next events: a novel anomaly detection approach for discrete event logs;Yuan,2021

4. Digital twin-enabled anomaly detection for built asset monitoring in operation and maintenance;Lu;Autom. Constr.,2020

5. Perturbation learning based anomaly detection;Cai;Adv. Neural Inf. Process. Syst.,2022

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