On botnet detection with genetic programming under streaming data label budgets and class imbalance.
Sara KhanchiAli VahdatMalcolm I. HeywoodA. Nur Zincir-HeywoodPublished in: Swarm Evol. Comput. (2018)
Keyphrases
- class imbalance
- streaming data
- concept drift
- genetic programming
- data streams
- change detection
- skewed data
- class distribution
- anomaly detection
- classification algorithm
- sliding window
- non stationary
- data distribution
- sampling methods
- minority class
- active learning
- class labels
- ensemble learning
- data sets
- multi label
- test set
- cost sensitive
- multi dimensional
- bayesian networks
- neural network