Handling Data Heterogeneity for IoT Devices in Federated Learning: A Knowledge Fusion Approach.
Xu ZhouXinyu LeiCong YangYichun ShiXiao ZhangJingwen ShiPublished in: IEEE Internet Things J. (2024)
Keyphrases
- prior knowledge
- data sets
- raw data
- background knowledge
- data mining techniques
- data sources
- human experts
- learning systems
- prior domain knowledge
- expert systems
- previously learned
- data points
- knowledge base
- data collection
- knowledge acquisition
- distributed data
- expert knowledge
- big data
- reinforcement learning
- knowledge discovery
- learning process
- data processing
- input data
- database
- learning algorithm
- domain knowledge
- design process
- learning tasks
- knowledge representation
- training data
- data structure