Metric learning for automatic sleep stage classification.
Huy PhanQuan DoThe-Luan DoDuc-Lung VuPublished in: EMBC (2013)
Keyphrases
- metric learning
- sleep stage
- distance metric learning
- nearest neighbor classification
- distance metric
- classification accuracy
- machine learning and pattern recognition
- semi supervised
- sleep apnea
- margin maximization
- image classification
- pattern recognition
- learning tasks
- multi task
- supervised learning
- pairwise
- feature space
- text classification
- feature selection
- class labels
- decision trees
- feature extraction
- distance function
- machine learning
- mahalanobis metric
- machine learning algorithms
- semi supervised learning
- dimensionality reduction
- feature vectors
- image processing