Information-Theoretic Ensemble Learning for DDoS Detection with Adaptive Boosting.
Monowar H. BhuyanMaode MaYouki KadobayashiErik ElmrothPublished in: ICTAI (2019)
Keyphrases
- ensemble learning
- information theoretic
- mutual information
- ensemble methods
- weak learners
- generalization ability
- information theoretic measures
- base classifiers
- ensemble classifier
- random forest
- base learners
- feature selection
- prediction accuracy
- concept drift
- unlabeled data
- active learning
- pairwise
- training data
- learning algorithm
- machine learning