Supervised and Unsupervised Transfer Learning for Activity Recognition from Simple In-home Sensors.
Sozo InoueXincheng PanPublished in: MobiQuitous (2016)
Keyphrases
- transfer learning
- activity recognition
- smart home
- sensory data
- daily activities
- semi supervised
- human activity recognition
- labeled data
- wearable sensors
- machine learning
- supervised learning
- learning tasks
- unsupervised learning
- reinforcement learning
- knowledge transfer
- manifold alignment
- semi supervised learning
- human activities
- collaborative filtering
- active learning
- domain adaptation
- cross domain
- learning algorithm
- accelerometer data
- multi task
- unlabeled data
- label information
- home environments
- target domain
- smart environments
- sensor data
- transfer knowledge
- text categorization
- sensor networks
- activities of daily living
- machine learning algorithms
- text classification
- text mining
- object recognition
- information retrieval
- probabilistic model
- domain specific