Quasi-supervised scoring of human sleep in polysomnograms using augmented input variables.
Farid YaghoubySridhar SunderamPublished in: Comput. Biol. Medicine (2015)
Keyphrases
- input variables
- variable selection
- artificial neural networks
- neural network model
- sleep stage
- membership functions
- fuzzy rules
- number of input variables
- water level
- cross validation
- multiple linear regression
- hidden neurons
- ls svm
- data sets
- regression model
- semi supervised
- learning algorithm
- neural network
- image data
- pattern recognition
- reinforcement learning
- training data
- image processing