Enhancing Current Cardiorespiratory-based Approaches of Sleep Stage Classification by Temporal Feature Stacking.
Lucas WeberMaksym GaidukRalf SeepoldNatividad Martínez MadridMartin GlosThomas PenzelPublished in: EMBC (2021)
Keyphrases
- sleep stage
- feature vectors
- feature set
- classification accuracy
- machine learning
- classification systems
- feature representation
- classification scheme
- machine learning methods
- support vector
- sleep apnea
- spatial and temporal
- classification method
- classification algorithm
- feature selection
- data mining
- support vector machine svm
- machine learning algorithms
- supervised learning
- support vector machine
- temporal information
- neural networks and support vector machines
- learning algorithm
- automatic classification
- pattern recognition
- temporal constraints
- similarity measure
- feature weights
- discriminative features
- training set
- spatio temporal
- temporal reasoning
- feature extraction
- text classification