Time Series Anomaly Detection via Reinforcement Learning-Based Model Selection.
Jiuqi Elise ZhangDi WuBenoit BouletPublished in: CCECE (2022)
Keyphrases
- model selection
- anomaly detection
- reinforcement learning
- detect anomalies
- cross validation
- unsupervised learning
- intrusion detection
- machine learning
- hyperparameters
- bayesian learning
- anomalous behavior
- detecting anomalies
- network intrusion detection
- statistical learning
- intrusion detection system
- network traffic
- selection criterion
- one class support vector machines
- feature selection
- network anomaly detection
- gaussian process
- marginal likelihood
- model selection criteria
- information criterion
- negative selection algorithm
- state space
- learning algorithm
- learning problems
- pairwise
- training set