FLY-SMOTE: Re-Balancing the Non-IID IoT Edge Devices Data in Federated Learning System.
Raneen YounisMarco FisichellaPublished in: IEEE Access (2022)
Keyphrases
- data sets
- data analysis
- data processing
- big data
- data collection
- data structure
- data sources
- distributed data
- prior knowledge
- training data
- learning algorithm
- background knowledge
- test data
- learning process
- active learning
- learning models
- probability distribution
- data points
- knowledge discovery
- reinforcement learning
- sensor data
- learning tasks
- database
- original data
- spatial data
- management system
- digital libraries
- mobile devices