CNN for human activity recognition on small datasets of acceleration and gyro sensors using transfer learning.
Chihiro ItoMasaki ShuzoEisaku MaedaPublished in: UbiComp/ISWC Adjunct (2019)
Keyphrases
- transfer learning
- human activity recognition
- activity recognition
- learning tasks
- human activities
- knowledge transfer
- reinforcement learning
- active learning
- domain adaptation
- cross domain
- semi supervised learning
- text classification
- labeled data
- machine learning
- standard learning algorithms
- collaborative filtering
- sensor networks
- sensor data
- machine learning algorithms
- transfer knowledge
- target domain
- visual surveillance
- learning algorithm
- text categorization
- multi task
- data sets
- multiple views
- multi view
- data points
- natural language