Towards effective feature selection in machine learning-based botnet detection approaches.
Elaheh Biglar Beigi SamaniHossein Hadian JaziNatalia StakhanovaAli A. GhorbaniPublished in: CNS (2014)
Keyphrases
- machine learning
- feature selection
- machine learning approaches
- model selection
- text classification
- multi class
- feature engineering
- reinforcement learning
- text categorization
- machine learning methods
- machine learning algorithms
- irrelevant features
- automatic detection
- detection algorithm
- feature extraction
- feature selection algorithms
- false alarms
- learning models
- learning tasks
- information extraction
- data analysis
- peer to peer
- mutual information
- feature set
- computational intelligence
- natural language processing
- object detection
- knowledge representation