Automatic Modulation Classification by Support Vector Machines.
Zhijin ZhaoYunshui ZhouFei MeiJiandong LiPublished in: ISNN (1) (2004)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- generalization ability
- learning machines
- svm classifier
- large margin classifiers
- pattern recognition
- cross validation
- statistical classification
- kernel function
- feature selection
- classification scheme
- image classification
- decision trees
- pattern classification
- classification algorithm
- kernel methods
- svm classification
- preprocessing
- margin maximization
- automatic classification
- binary classification
- multi class classification
- logistic regression
- decision functions
- feature space
- feature extraction
- machine learning
- classification method
- decision rules
- neural network
- class labels
- loss function
- training examples
- classification systems
- support vector machine svm
- training samples
- kernel machines
- text classification
- supervised learning