Asynchronous Federated Learning for Sensor Data with Concept Drift.
Yujing ChenZheng ChaiYue ChengHuzefa RangwalaPublished in: IEEE BigData (2021)
Keyphrases
- sensor data
- data streams
- concept drift
- stream data
- sensor networks
- drifting concepts
- learning process
- batch learning
- learning algorithm
- active learning
- sensor measurements
- streaming data
- database
- incremental learning
- learning tasks
- prior knowledge
- image processing
- supervised learning
- feature extraction
- data sets
- health monitoring
- nearest neighbor
- training data