Ensemble Wrapper Subsampling for Deep Modulation Classification.
Sharan RamjeeShengtai JuDiyu YangXiaoyu LiuAly El GamalYonina C. EldarPublished in: IEEE Trans. Cogn. Commun. Netw. (2021)
Keyphrases
- feature selection
- wrapper feature selection
- pattern recognition
- classification accuracy
- pattern classification
- feature extraction
- image classification
- majority voting
- feature ranking
- decision trees
- classification models
- decision rules
- classification method
- neural network
- ensemble classification
- ensemble methods
- automatic classification
- classification scheme
- classification systems
- feature vectors
- training set
- preprocessing
- support vector machine svm
- black box
- classification algorithm
- multiple classifiers
- learning algorithm
- model selection
- support vector machine
- machine learning
- cross validation
- final classification
- decision tree classifiers
- face recognition
- binary classification problems
- training data
- feature space
- feature subset selection
- supervised learning
- feature set
- text classification
- unsupervised learning
- training samples
- machine learning methods
- machine learning algorithms