Transfer Learning for Activity Recognition in Mobile Health.
Yuchao MaAndrew T. CampbellDiane J. CookJohn C. LachShwetak N. PatelThomas PloetzMajid SarrafzadehDonna Spruijt-MetzHassan GhasemzadehPublished in: CoRR (2020)
Keyphrases
- transfer learning
- activity recognition
- human activity recognition
- learning tasks
- knowledge transfer
- human activities
- labeled data
- reinforcement learning
- wearable sensors
- cross domain
- mobile devices
- machine learning
- accelerometer data
- active learning
- text classification
- collaborative filtering
- machine learning algorithms
- smart home
- smart environments
- text categorization
- semi supervised learning
- transfer knowledge
- transferring knowledge
- multi task
- text mining
- target domain
- action recognition
- probabilistic model
- hidden markov models
- association rules
- object recognition
- feature selection