Leveraging Transfer Learning for Robust Multimodal Positioning Systems using Smartphone Multi-sensor Data.
Xijia WeiValentin RaduPublished in: IPIN (2022)
Keyphrases
- sensor data
- transfer learning
- learning tasks
- sensor networks
- health monitoring
- cross domain
- reinforcement learning
- labeled data
- sensor readings
- mobile devices
- activity recognition
- sensor measurements
- data mining
- domain adaptation
- machine learning
- knowledge transfer
- cross domain learning
- high dimensional
- manifold alignment
- data streams
- semi supervised learning
- decision support system
- expert systems
- transfer knowledge
- sensor data streams
- database
- multiple sensors
- multi task
- feature selection
- learning algorithm
- neural network