STARS: Soft Multi-Task Learning for Activity Recognition from Multi-Modal Sensor Data.
Xi LiuPang-Ning TanLei LiuPublished in: PAKDD (2) (2018)
Keyphrases
- multi modal
- multi task learning
- sensor data
- activity recognition
- transfer learning
- human activities
- multi task
- sensor networks
- learning tasks
- gaussian processes
- sensory data
- daily life
- data streams
- learning problems
- high order
- action recognition
- high dimensional
- smart environments
- wearable sensors
- machine learning
- reinforcement learning
- learning algorithm
- image annotation
- smart home
- health monitoring
- text classification
- active learning
- semi supervised learning
- text mining
- feature space
- data sets