Data Reduction and Ensemble Classifiers in Intrusion Detection.
Anazida ZainalMohd Aizaini MaarofSiti Mariyam Hj. ShamsuddinPublished in: Asia International Conference on Modelling and Simulation (2008)
Keyphrases
- data reduction
- intrusion detection
- ensemble classifier
- feature selection
- data mining
- data compression
- intrusion detection system
- ensemble learning
- anomaly detection
- concept drift
- data analysis
- ensemble methods
- knowledge discovery
- support vector machine
- classification rules
- base classifiers
- preprocessing
- model selection
- classification accuracy
- high dimensionality
- clustering algorithm
- databases
- data mining techniques
- classification algorithm
- feature extraction
- decision trees
- dimensionality reduction
- multi class
- feature space
- machine learning
- neural network