Transferring Knowledge of Activity Recognition across Sensor Networks.
Tim van KasterenGwenn EnglebienneBen J. A. KrösePublished in: Pervasive (2010)
Keyphrases
- sensor networks
- activity recognition
- transferring knowledge
- transfer learning
- knowledge transfer
- wireless sensor networks
- learning tasks
- human activity recognition
- human activities
- active learning
- sensor nodes
- sensor data
- labeled data
- smart home
- machine learning
- multitask learning
- text classification
- communication cost
- action recognition
- semi supervised learning
- reinforcement learning
- collaborative filtering
- data streams
- multi task learning
- accelerometer data
- multiple tasks
- multi task
- text categorization
- energy consumption
- human actions
- nearest neighbor
- high dimensional
- learning algorithm
- information retrieval