On data efficiency of univariate time series anomaly detection models.
Wu SunHui LiQingqing LiangXiaofeng ZouMei ChenYanhao WangPublished in: J. Big Data (2024)
Keyphrases
- anomaly detection
- detect anomalies
- data sets
- multivariate time series
- streaming data
- learning algorithm
- data points
- intrusion detection
- one class support vector machines
- network intrusion detection
- network traffic
- data analysis
- model selection
- intrusion detection system
- data processing
- semi supervised
- data sources
- training set
- network intrusion
- training data
- network anomaly detection
- data assimilation