Modeling Network Intrusion Detection System Using Feature Selection and Parameters Optimization.
Dong Seong KimJong Sou ParkPublished in: IEICE Trans. Inf. Syst. (2008)
Keyphrases
- feature selection
- parameter optimization
- maximum likelihood
- optimization algorithm
- optimization problems
- constrained optimization
- expectation maximization
- text categorization
- genetic algorithm ga
- global optimization
- differential evolution
- optimization criteria
- evolutionary strategy
- objective function
- multi task
- information gain
- classification models
- parameter settings
- parameter space
- multi class
- fitness function
- genetic algorithm
- support vector
- text classification
- input data
- knn
- mutual information