Utilizing autoencoders to improve transfer learning when sensor data is sparse.
Maira AlviRachel Cardell-OliverTim FrenchPublished in: BuildSys@SenSys (2022)
Keyphrases
- sensor data
- transfer learning
- transfer knowledge
- sensor networks
- learning tasks
- knowledge transfer
- sensor measurements
- data streams
- manifold alignment
- text categorization
- cross domain
- active learning
- multi task
- health monitoring
- domain adaptation
- learning algorithm
- sensor readings
- collaborative filtering
- machine learning
- multiple sensors
- sensor data streams
- human activities
- activity recognition
- text classification
- reinforcement learning
- machine learning algorithms
- high dimensional
- transferring knowledge
- feature selection