TrustBCFL: Mitigating Data Bias in IoT Through Blockchain-Enabled Federated Learning.
Sisi ZhouKuanching LiYuxiang ChenCe YangWei LiangAlbert Y. ZomayaPublished in: IEEE Internet Things J. (2024)
Keyphrases
- data sets
- prior knowledge
- background knowledge
- data sources
- data processing
- training data
- high quality
- raw data
- database
- data analysis
- synthetic data
- image data
- data collection
- learning algorithm
- noisy data
- average reward reinforcement learning
- sensor data
- big data
- learning models
- high dimensional data
- data points
- active learning
- neural network
- data mining techniques
- feature selection
- reinforcement learning
- learning process
- data model
- human experts
- data distribution
- experimental data
- end users
- probability distribution
- statistical analysis
- management system
- small number
- collaborative learning