Communication Theory Expansion of cumulant-based classifier to frequency shift keying modulations and to the use of support vector machines.
Hussam MustafaMilos DoroslovackiPublished in: Eur. Trans. Telecommun. (2008)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- support vector machine
- svm classifier
- feature selection
- structural risk minimization
- training examples
- generalization ability
- decision function
- logistic regression
- theoretical framework
- hyperplane
- kernel function
- support vectors
- decision trees
- kernel methods
- cross validation
- training data
- generalization bounds
- soft margin
- classification accuracy
- radial basis function
- communication networks
- training samples
- learning algorithm
- feature ranking
- neural network
- linear classifiers
- information sharing
- feature space
- support vector machine svm
- text categorization
- supervised learning
- semi supervised