A novel SVM-kNN-PSO ensemble method for intrusion detection system.
Abdulla Amin AburommanMamun Bin Ibne ReazPublished in: Appl. Soft Comput. (2016)
Keyphrases
- knn
- intrusion detection system
- ensemble methods
- k nearest neighbor
- intrusion detection
- support vector machine svm
- nearest neighbor
- prediction accuracy
- benchmark datasets
- particle swarm optimization
- decision trees
- anomaly detection
- bootstrap sampling
- ensemble learning
- random forest
- machine learning methods
- generalization ability
- text categorization
- majority voting
- classification algorithm
- k nearest neighbour
- support vector machine
- binary classification
- base classifiers
- multiple models
- text classification
- svm classifier
- classifier ensemble
- feature selection
- data sets
- optimization algorithm
- neural network
- computer systems
- input space
- artificial neural networks
- differential evolution
- data mining techniques