Gaussian transformation enhanced semi-supervised learning for sleep stage classification.
Yifan GuoHelen X. MaoJijun YinZhi-Hong MaoPublished in: J. Big Data (2023)
Keyphrases
- semi supervised learning
- sleep stage
- supervised learning
- improve the classification accuracy
- semi supervised
- semi supervised classification
- unlabeled data
- co training
- unsupervised learning
- transductive support vector machine
- machine learning
- uci datasets
- semi supervised learning algorithms
- labeled data
- labeled and unlabeled data
- classification accuracy
- class labels
- manifold regularization
- supervised learning algorithms
- training data
- unlabeled samples
- label propagation
- text classification
- labeled instances
- active learning
- decision trees
- pattern recognition
- text categorization
- supervised classification
- instance selection
- training set
- domain adaptation
- sleep apnea
- feature vectors
- image classification
- graph based semi supervised learning
- learning algorithm
- label information
- learning models
- training examples
- feature extraction
- feature selection
- supervised methods
- incremental learning
- machine learning algorithms
- feature set
- support vector