STAD-GAN: Unsupervised Anomaly Detection on Multivariate Time Series with Self-training Generative Adversarial Networks.
Zhijie ZhangWenzhong LiWangxiang DingLinming ZhangQingning LuPeng HuTong GuiSanglu LuPublished in: ACM Trans. Knowl. Discov. Data (2023)
Keyphrases
- multivariate time series
- unsupervised anomaly detection
- anomaly detection
- semi supervised
- multivariate time series data
- dimension reduction
- temporal data
- generative model
- temporal patterns
- categorical data
- unsupervised learning
- learning algorithm
- autoregressive
- image sequences
- active learning
- human motion
- data streams
- website