Group Feature Selection via Structural Sparse Logistic Regression for IDS.
Reehan Ali ShahYuntao QianGhulam MahdiPublished in: HPCC/SmartCity/DSS (2016)
Keyphrases
- feature selection
- intrusion detection system
- mutual information
- support vector
- text categorization
- machine learning
- structural information
- small sample
- text classification
- high dimensionality
- group members
- information gain
- intrusion detection
- unsupervised learning
- dimensionality reduction
- multi class
- classification accuracy
- feature extraction
- selected features
- discriminative features
- informative features
- database
- redundant features
- feature selection algorithms
- model selection
- feature set
- data analysis
- information systems
- search engine
- information retrieval