Epoch Extension Method of EEG on the Automatic Sleep Stage Classification.
Jotaro MinamotoTakahiro YoshidaNaoya NishinoSeiji NishinoPublished in: LifeTech (2022)
Keyphrases
- sleep stage
- classification accuracy
- support vector machine svm
- cross validation
- classification method
- classification scheme
- preprocessing
- training process
- computational cost
- classification rate
- pattern classification
- cost function
- dynamic programming
- objective function
- classification process
- detection method
- fully automatic
- machine learning methods
- classification algorithm
- classification procedure
- model selection
- image classification
- rough sets
- support vector machine
- similarity measure
- unsupervised learning
- feature vectors
- training set
- significant improvement
- feature selection
- sleep apnea
- ordinal data
- decision trees
- features extraction
- pattern recognition
- probabilistic model
- feature set
- decision rules
- text classification
- data sets
- training samples