Annotating sleep states in children from wrist-worn accelerometer data using Machine Learning.
Ashwin RamSundar Sripada V. S.Shuvam KeshariZizhe JiangPublished in: CoRR (2023)
Keyphrases
- accelerometer data
- activity recognition
- machine learning
- transfer learning
- action recognition
- machine learning algorithms
- data mining
- decision trees
- active learning
- learning algorithm
- pilot study
- young children
- behavior recognition
- school children
- metadata
- educational games
- computer vision
- text mining
- natural language processing
- supervised learning
- sleep apnea
- sleep stage
- children learn
- machine learning methods
- semantic annotation
- computer games
- multiscale
- training data
- unlabeled data
- unsupervised learning
- support vector machine
- training set