Transfer Learning on High Variety Domains for Activity Recognition.
Josh Jia-Ching YingBo-Hau LinVincent S. TsengSun-Yuan HsiehPublished in: ASE BD&SI (2015)
Keyphrases
- transfer learning
- activity recognition
- learning tasks
- cross domain
- target domain
- knowledge transfer
- human activity recognition
- human activities
- labeled data
- reinforcement learning
- active learning
- machine learning
- transferring knowledge
- domain adaptation
- semi supervised learning
- smart home
- transfer knowledge
- collaborative filtering
- text classification
- real world
- accelerometer data
- multi task
- machine learning algorithms
- text categorization
- event recognition
- unlabeled data
- activity analysis
- text mining
- probabilistic model
- activities of daily living
- data sets
- cross domain learning