Sleep and Wake Classification With ECG and Respiratory Effort Signals.
Walter KarlenClaudio MattiussiDario FloreanoPublished in: IEEE Trans. Biomed. Circuits Syst. (2009)
Keyphrases
- sleep stage
- eeg signals
- sleep apnea
- classification accuracy
- automatic classification
- pattern recognition
- signal processing
- support vector
- class labels
- monitoring system
- text classification
- feature vectors
- decision trees
- classification models
- machine learning
- image processing
- acoustic signals
- heart rate variability
- ecg signals
- classification process
- classification scheme
- feature space
- knn
- pattern classification
- classification rules
- machine learning methods
- classification method
- neural network
- support vector machine svm
- unsupervised learning
- model selection