An Incremental-Learning Method for Supervised Anomaly Detection by Cascading Service Classifier and ITI Decision Tree Methods.
Wei-Yi YuHahn-Ming LeePublished in: PAISI (2009)
Keyphrases
- incremental learning
- anomaly detection
- one class support vector machines
- batch learning
- decision trees
- unsupervised learning
- intrusion detection
- support vector machine
- feature set
- learning algorithm
- fuzzy artmap
- intrusion detection system
- pattern recognition
- similarity measure
- data sets
- supervised learning
- semi supervised
- pairwise
- training samples
- classification algorithm
- object recognition
- multiple instance learning
- batch mode
- feature extraction
- anomalous behavior
- incremental learning algorithm