Sleep Stage Classification in Children using Photoplethysmogram Pulse Rate Variability.
Parastoo DehkordiAinara GardeWalter KarlenDavid WensleyJohn Mark AnserminoGuy Albert DumontPublished in: CinC (2014)
Keyphrases
- sleep stage
- automatic classification
- sleep apnea
- feature extraction
- pattern recognition
- pattern classification
- support vector machine svm
- classification process
- machine learning
- classification scheme
- classification models
- cost sensitive
- classification algorithm
- classification systems
- supervised learning
- classification accuracy
- training set
- support vector
- decision trees
- document classification
- class labels
- decision rules
- cross validation
- machine learning algorithms
- image classification
- preprocessing
- clustering algorithm
- feature selection