SiET: Spatial information enhanced transformer for multivariate time series anomaly detection.
Weixuan XiongPeng WangXiaochen SunJun WangPublished in: Knowl. Based Syst. (2024)
Keyphrases
- spatial information
- anomaly detection
- multivariate time series
- temporal information
- temporal patterns
- intrusion detection
- temporal data
- detecting anomalies
- categorical data
- dimension reduction
- one class support vector machines
- intrusion detection system
- unsupervised learning
- color histogram
- autoregressive
- detect anomalies
- human motion
- object recognition
- context aware
- high dimensional
- computer vision