Multi-class pattern classification using single, multi-dimensional feature-space feature extraction evolved by multi-objective genetic programming and its application to network intrusion detection.
Khaled M. S. BadranPeter I. RockettPublished in: Genet. Program. Evolvable Mach. (2012)
Keyphrases
- pattern classification
- multi class
- network intrusion detection
- feature extraction
- feature space
- support vector machine
- feature selection
- fraud detection
- cost sensitive
- intrusion detection
- anomaly detection
- feature vectors
- principal component analysis
- intrusion detection system
- pattern recognition
- pairwise
- multi class classification
- multiple classes
- network traffic
- linear discriminant analysis
- decision boundary
- feature set
- image processing
- image representation
- image classification
- dimensionality reduction
- base classifiers
- linear classifiers
- low dimensional
- classification accuracy
- high dimensional
- k nearest neighbor
- multi class classifier
- high dimensionality
- kernel function
- neural network
- data points
- data mining