A Parameter Selection Approach for Mixtures of Kernels Using Immune Evolutionary Algorithm and its Application to IDSs.
Chun YangHaidong YangFeiqi DengPublished in: CIS (2007)
Keyphrases
- parameter selection
- anomaly detection
- kernel ridge regression
- adaptive regularization
- intrusion detection system
- intrusion detection
- kernel function
- genetic algorithm
- kernel methods
- multiple kernel learning
- artificial immune system
- model selection
- linear combination
- neural network
- image segmentation
- reproducing kernel hilbert space
- machine learning
- least squares
- expectation maximization
- feature space
- support vector
- kernel learning