Device-Free Location-Independent Human Activity Recognition using Transfer Learning Based on CNN.
Xue DingTing JiangYanan LiWenling XueYi ZhongPublished in: ICC Workshops (2020)
Keyphrases
- transfer learning
- human activities
- activity recognition
- human activity recognition
- learning tasks
- knowledge transfer
- cross domain
- reinforcement learning
- labeled data
- active learning
- machine learning
- transfer knowledge
- semi supervised learning
- text classification
- transferring knowledge
- multi task
- domain adaptation
- multi task learning
- human actions
- text categorization
- sensor data
- machine learning algorithms
- human computer interaction
- action recognition
- collaborative filtering
- supervised learning
- learning algorithm
- unlabeled data
- text mining
- sensor networks
- nearest neighbor
- target domain
- prior knowledge
- feature space
- decision trees
- knowledge base
- manifold alignment