Automated detecting sleep apnea syndrome: A novel system based on genetic SVM.
Yashar MaaliAdel Al-JumailyPublished in: HIS (2011)
Keyphrases
- obstructive sleep apnea
- sleep apnea
- support vector
- support vector machine svm
- feature selection
- radial basis function neural network
- sleep stage
- knn
- support vector machine
- feature vectors
- semi automated
- physiological parameters
- genetic algorithm
- automatic analysis
- kernel function
- fully automated
- classification algorithm
- svm classifier
- training data
- svm classification
- hybrid method
- multi class classification
- multi class
- pattern recognition
- feature extraction
- machine learning
- neural network
- data sets
- hyperplane
- image classification
- artificial neural networks
- multi class svm