Deep convolutional feature transfer across mobile activity recognition domains, sensor modalities and locations.
Francisco Javier Ordóñez MoralesDaniel RoggenPublished in: ISWC (2016)
Keyphrases
- activity recognition
- transfer learning
- sensory data
- wearable sensors
- motion features
- human activity recognition
- deep learning
- daily life
- action recognition
- human activities
- mobile devices
- visual surveillance
- smart home
- sensor networks
- sensor data
- activity analysis
- smart environments
- activities of daily living
- context aware
- text categorization
- human actions
- labeled data
- daily activities
- reinforcement learning
- learning algorithm
- restricted boltzmann machine
- data sets
- accelerometer data
- recognizing actions
- semi supervised learning
- machine learning
- multi sensor