ADecimo: Model Selection for Time Series Anomaly Detection.
Paul BoniolEmmanouil SylligardosJohn PaparrizosPanos E. TrahaniasThemis PalpanasPublished in: ICDE (2024)
Keyphrases
- model selection
- anomaly detection
- detect anomalies
- unsupervised learning
- cross validation
- intrusion detection
- hyperparameters
- detecting anomalies
- anomalous behavior
- bayesian learning
- network intrusion detection
- network traffic
- model selection criteria
- statistical learning
- feature selection
- intrusion detection system
- network anomaly detection
- machine learning
- one class support vector machines
- information criterion
- gaussian process
- marginal likelihood
- data sets
- selection criterion
- automatic model selection
- self organizing maps