Automatic modulation classification using polynomial classifiers.
Ameen AbdelmutalabKhaled AssalehMohamed G. El-TarhuniPublished in: PIMRC (2014)
Keyphrases
- support vector
- decision trees
- classification systems
- classification algorithm
- classification process
- training samples
- classification models
- svm classifier
- improves the classification accuracy
- classification method
- supervised classification
- class labels
- support vector machine svm
- pattern recognition
- classification procedure
- classification rate
- accurate classification
- nearest neighbor classifier
- decision boundary
- multiple classifiers
- probabilistic classifiers
- k nearest neighbour
- multiclass classification
- classifier combination
- optimum path forest
- support vector machine classifiers
- rule based classifier
- training set
- support vector machine
- machine learning
- decision tree classifiers
- classification accuracy
- classification decisions
- feature selection
- machine learning methods
- machine learning algorithms
- image classification
- multi category
- feature set
- pattern classification
- majority voting
- naive bayes classifier
- higher classification accuracy
- individual classifiers
- feature vectors
- naive bayes
- supervised learning
- training data
- nearest neighbour
- discriminant functions
- feature space
- imbalanced data sets
- data stream classification
- learning algorithm
- classification schemes
- feature extraction
- correctly classified
- high classification accuracy
- associative classifiers
- accurate classifiers
- roc analysis
- fold cross validation
- ensemble classifier
- text classification
- extracted features