Leveraging Transfer Learning in Multiple Human Activity Recognition Using WiFi Signal.
Sheheryar ArshadChunhai FengRuiyun YuYonghe LiuPublished in: WOWMOM (2019)
Keyphrases
- transfer learning
- human activities
- activity recognition
- cross domain learning
- wifi
- knowledge transfer
- smart home
- signal strength
- cross domain
- active learning
- reinforcement learning
- sensor data
- semi supervised learning
- machine learning
- labeled data
- mobile devices
- human computer interaction
- text mining
- end to end
- collaborative filtering
- text categorization
- target domain
- machine learning algorithms
- wireless networks
- learning algorithm
- data sets
- transfer knowledge
- training data
- network architecture
- smart phones
- recommender systems
- semi supervised