Cross-scenario automatic sleep stage classification using transfer learning and single-channel EEG.
Zhengling HeMinfang TangPeng WangLidong DuXianxiang ChenGang ChengZhen FangPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- sleep stage
- transfer learning
- single channel
- sleep apnea
- multi channel
- text classification
- machine learning
- cross domain
- machine learning algorithms
- labeled data
- cross domain learning
- active learning
- supervised learning
- bayesian networks
- reinforcement learning
- pattern recognition
- real world
- learning algorithm
- frequency domain
- semi supervised learning
- text categorization
- eeg signals
- unlabeled data
- high resolution
- learning process
- prior knowledge
- feature extraction
- wiener filter
- face recognition
- dimensionality reduction
- text mining
- neural network