Entropy to Mitigate Non-IID Data Problem on Federated Learning for the Edge Intelligence Environment.
Fernanda C. OrlandiJulio C. S. dos AnjosValderi R. Q. LeithardtJuan Francisco De Paz SantanaCláudio F. R. GeyerPublished in: IEEE Access (2023)
Keyphrases
- data sets
- data collection
- raw data
- sensory data
- high quality
- data analysis
- prior knowledge
- learning process
- training data
- data structure
- artificial intelligence
- data sources
- database
- information processing
- multiscale
- distributed data
- input data
- data points
- noisy data
- digital libraries
- reinforcement learning
- data objects
- human experts
- probability distribution
- synthetic data
- knowledge acquisition
- data mining techniques
- image data
- knowledge discovery
- bayesian networks
- databases
- real time