Transfer learning across human activities using a cascade neural network architecture.
Xin DuKatayoun FarrahiMahesan NiranjanPublished in: UbiComp (2019)
Keyphrases
- transfer learning
- human activities
- activity recognition
- human activity recognition
- learning tasks
- knowledge transfer
- cross domain
- machine learning
- semi supervised learning
- human actions
- human computer interaction
- labeled data
- active learning
- temporal structure
- text classification
- sensor data
- reinforcement learning
- collaborative filtering
- text categorization
- target domain
- transfer knowledge
- manifold alignment
- action recognition
- multi task
- machine learning algorithms
- learning algorithm
- unlabeled data
- domain adaptation
- expert systems
- artificial intelligence
- software engineering
- event recognition
- natural language