A Sleep Stage Classification Algorithm of Wearable System Based on Multiscale Residual Convolutional Neural Network.
Qinghua ZhongHaibo LeiQianru ChenGuofu ZhouPublished in: J. Sensors (2021)
Keyphrases
- classification algorithm
- convolutional neural network
- sleep stage
- multiscale
- face detection
- sleep apnea
- document classification
- hierarchical classification
- wavelet transform
- k nearest neighbor
- class labels
- support vector machine
- knn
- activity recognition
- image processing
- training set
- training phase
- naive bayes
- classification rules
- image segmentation
- input features
- classification method
- accurate classification
- learning algorithm
- computer vision
- data sets
- supervised learning
- information retrieval
- neural network
- artificial intelligence
- multi label classification
- decision trees
- nearest neighbor
- prior knowledge