Transfer Learning for Activity Recognition via Sensor Mapping.
Derek Hao HuQiang YangPublished in: IJCAI (2011)
Keyphrases
- transfer learning
- activity recognition
- sensory data
- wearable sensors
- learning tasks
- human activities
- human activity recognition
- knowledge transfer
- labeled data
- active learning
- reinforcement learning
- machine learning
- cross domain
- smart home
- sensor networks
- machine learning algorithms
- text classification
- target domain
- accelerometer data
- collaborative filtering
- semi supervised learning
- sensor data
- domain adaptation
- transferring knowledge
- multi task
- text categorization
- data sets
- transfer knowledge
- information extraction
- training data
- information retrieval