Attention-Based LSTM for Non-Contact Sleep Stage Classification Using IR-UWB Radar.
Hyunbin KwonSang Ho ChoiDongseok LeeDongyeon SonHeenam YoonMi Hyun LeeYu Jin LeeKwang Suk ParkPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- sleep stage
- information retrieval
- pattern recognition
- classification accuracy
- sleep apnea
- classification method
- signal processing
- support vector machine svm
- machine learning algorithms
- feature extraction
- classification algorithm
- feature selection
- decision trees
- automatic classification
- text retrieval
- classification rules
- support vector
- feature space
- benchmark datasets
- class labels
- feature vectors
- preprocessing
- query expansion
- recurrent neural networks
- communication systems
- classification scheme
- supervised learning
- training set