On botnet detection with genetic programming under streaming data, label budgets and class imbalance.
Sara KhanchiAli VahdatMalcolm I. HeywoodA. Nur Zincir-HeywoodPublished in: GECCO (Companion) (2018)
Keyphrases
- class imbalance
- concept drift
- streaming data
- genetic programming
- data streams
- change detection
- skewed data
- class distribution
- anomaly detection
- classification algorithm
- data distribution
- sliding window
- sampling methods
- non stationary
- active learning
- cost sensitive
- data sets
- ensemble learning
- minority class
- ensemble classifier
- multi label
- multi class
- pattern recognition
- data structure
- feature selection