Automated Model Selection for Time-Series Anomaly Detection.
Yuanxiang YingJuanyong DuanChunlei WangYujing WangCongrui HuangBixiong XuPublished in: CoRR (2020)
Keyphrases
- model selection
- anomaly detection
- detect anomalies
- cross validation
- unsupervised learning
- intrusion detection
- hyperparameters
- anomalous behavior
- detecting anomalies
- bayesian learning
- model selection criteria
- network traffic
- selection criterion
- intrusion detection system
- network intrusion detection
- statistical learning
- one class support vector machines
- gaussian process
- network anomaly detection
- information criterion
- feature selection
- machine learning
- high dimensional
- computer vision
- data sets