Multivariate time-series anomaly detection via temporal convolutional and graph attention networks.
Qiang HeGuanqun WangHengyou WangLinlin ChenPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- anomaly detection
- multivariate time series
- multivariate time series data
- temporal data
- temporal patterns
- intrusion detection
- detecting anomalies
- anomalous behavior
- network traffic
- detect anomalies
- categorical data
- autoregressive
- dimension reduction
- intrusion detection system
- network intrusion detection
- unsupervised learning
- temporal information
- human motion
- one class support vector machines
- neural network
- temporal reasoning
- non stationary
- data sets