Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition.
Wang LuJindong WangYiqiang ChenSinno Jialin PanChunyu HuXin QinPublished in: Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (2022)
Keyphrases
- activity recognition
- cross domain
- transfer learning
- human activities
- human activity recognition
- knowledge transfer
- action recognition
- smart home
- domain adaptation
- accelerometer data
- event detection
- recognizing actions
- natural language
- text categorization
- learning tasks
- multiple domains
- semi supervised learning
- activities of daily living
- semi supervised
- learning algorithm
- reinforcement learning
- target domain
- labeled data
- unsupervised learning
- computer vision
- feature selection
- data mining
- machine learning
- information retrieval
- feature extraction
- training set
- image retrieval
- collaborative filtering
- domain specific
- k nearest neighbor
- neural network