Sleep Apnea Detection Using Multi-Error-Reduction Classification System with Multiple Bio-Signals.
Xilin LiFrank H. F. LeungSteven W. SuSai Ho LingPublished in: Sensors (2022)
Keyphrases
- error reduction
- sleep stage
- sleep apnea
- classification accuracy
- pattern recognition
- support vector
- feature selection
- machine learning
- support vector machine svm
- feature extraction
- class imbalance
- signal processing
- classification error
- pattern classification
- classification algorithm
- significant improvement
- eeg signals
- feature set
- automatic analysis
- linear programming
- machine learning methods
- image processing
- face recognition
- physiological parameters
- text categorization
- training data
- dimensionality reduction
- support vector machine
- knn
- feature vectors
- high dimensional
- feature space