Sequential ensemble method for unsupervised anomaly detection.
Huy Van NguyenTrung Thanh NguyenQuang Uy NguyenPublished in: KSE (2017)
Keyphrases
- ensemble methods
- unsupervised anomaly detection
- anomaly detection
- prediction accuracy
- decision trees
- random forests
- intrusion detection
- benchmark datasets
- semi supervised
- ensemble learning
- machine learning methods
- base classifiers
- random forest
- generalization ability
- rotation forest
- ensemble classifier
- feature subset
- multilabel classification
- ensemble members
- pairwise
- classifier ensemble
- subspace methods
- neural network
- machine learning
- genetic algorithm
- probabilistic model
- base learners