Sleep stages classification using vital signals recordings.
Agnes KleinOana Ramona VelicuNatividad Martínez MadridRalf SeepoldPublished in: WISES (2015)
Keyphrases
- sleep stage
- eeg signals
- classification algorithm
- support vector
- image classification
- pattern recognition
- support vector machine
- classification systems
- classification accuracy
- text classification
- class labels
- acoustic signals
- classification process
- classification scheme
- signal processing
- feature vectors
- machine learning
- sleep apnea
- heart rate variability
- spectral analysis
- preprocessing
- automatic classification
- classification models
- machine learning methods
- support vector machine svm
- pattern classification
- brain computer interface
- training set
- classification method
- feature extraction
- data mining
- decision trees
- power quality disturbance
- training samples
- unsupervised learning