Dynamic model selection with its applications to computer security.
Yuko MaruyamaKenji YamanishiPublished in: ITW (2004)
Keyphrases
- model selection
- computer security
- cross validation
- parameter estimation
- bayesian learning
- hyperparameters
- error estimation
- sample size
- regression model
- feature selection
- marginal likelihood
- anomaly detection
- bayesian information criterion
- model selection criteria
- selection criterion
- mixture model
- information criterion
- computer systems
- statistical inference
- bayesian methods
- parameter determination
- network security
- gaussian process
- generalization error
- databases
- intrusion detection
- information security
- intrusion detection system
- machine learning
- variable selection
- unsupervised learning