Transfer Learning Improves Accelerometer-Based Child Activity Recognition via Subject-Independent Adult-Domain Adaption.
Jinxuan LiPeiqi KangTian TanPeter B. ShullPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- activity recognition
- transfer learning
- cross domain
- learning tasks
- human activity recognition
- knowledge transfer
- human activities
- labeled data
- machine learning
- semi supervised learning
- domain adaptation
- text classification
- reinforcement learning
- accelerometer data
- smart home
- collaborative filtering
- active learning
- transfer knowledge
- machine learning algorithms
- daily activities
- text mining
- target domain
- learning algorithm
- multi task
- text categorization
- prior knowledge
- action recognition
- information extraction
- video sequences
- training data
- wearable sensors
- transferring knowledge
- computer vision