Anomaly Intrusion Detection for Evolving Data Stream Based on Semi-supervised Learning.
Yan YuShanqing GuoShaohua LanTao BanPublished in: ICONIP (1) (2008)
Keyphrases
- semi supervised learning
- data streams
- semi supervised
- sliding window
- labeled data
- unlabeled data
- supervised learning
- unsupervised learning
- machine learning
- manifold regularization
- streaming data
- training data
- concept drift
- label propagation
- semi supervised classification
- semi supervised learning algorithms
- improve the classification accuracy
- active learning
- graph based semi supervised learning
- semi supervised learning methods
- data distribution
- domain adaptation
- co training
- learning models
- regularization framework
- transfer learning
- text classification
- pattern recognition
- data sets
- data mining