Personalized Human Activity Recognition using Wearables: A Manifold Learning-based Knowledge Transfer.
Ramyar SaeediKeyvan SasaniSkyler NorgaardAssefaw H. GebremedhinPublished in: EMBC (2018)
Keyphrases
- knowledge transfer
- manifold learning
- human activities
- activity recognition
- transfer learning
- knowledge sharing
- low dimensional
- dimensionality reduction
- human computer interaction
- dimension reduction
- semi supervised
- high dimensional
- sensor data
- human actions
- action recognition
- subspace learning
- high dimensional data
- e learning
- feature extraction
- learning tasks
- feature space
- labeled data
- sparse representation
- reinforcement learning
- artificial intelligence
- semi supervised learning
- knowledge management
- information extraction
- geodesic distance