An Effective Constraint-Based Anomaly Detection Approach on Multivariate Time Series.
Zijue LiXiaoou DingHongzhi WangPublished in: APWeb/WAIM (2) (2020)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- intrusion detection system
- network traffic
- computer vision
- one class support vector machines
- detect anomalies
- multivariate time series data
- pattern recognition
- temporal data
- unsupervised learning
- active learning
- feature selection
- learning algorithm