Hierarchical Parallel PSO-SVM Based Subject-Independent Sleep Apnea Classification.
Yashar MaaliAdel Al-JumailyPublished in: ICONIP (4) (2012)
Keyphrases
- sleep stage
- sleep apnea
- support vector
- support vector machine svm
- support vector machine
- svm classifier
- hierarchical classification
- classification accuracy
- svm classification
- supervised learning
- automatic classification
- particle swarm optimization
- classification scheme
- pattern classification
- feature extraction
- automatic analysis
- particle swarm optimization pso
- decision trees
- class labels
- model selection
- image classification
- feature set
- training set
- pattern recognition
- optimization algorithm
- classification algorithm
- classification method
- generalization ability
- evolutionary algorithm
- parallel implementation
- feature vectors
- feature space
- particle swarm optimisation
- machine learning