A two-step automatic sleep stage classification method with dubious range detection.
Teresa SousaAniana CruzSirvan KhalighiGabriel PiresUrbano NunesPublished in: Comput. Biol. Medicine (2015)
Keyphrases
- classification method
- sleep stage
- k nearest neighbor
- knn
- text classification
- classification algorithm
- support vector machine svm
- detection algorithm
- selected features
- object detection
- support vector machine
- associative classification
- classification scheme
- nearest neighbor rule
- feature selection
- false positives
- sleep apnea
- text categorization
- detection method
- data sets
- small number
- training data
- decision trees
- clustering algorithm
- databases