Clustering-Based Federated Learning for Heterogeneous IoT Data.
Shumin LiLinna WeiWeidong ZhangXuangou WuPublished in: iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Keyphrases
- data sets
- prior knowledge
- data collection
- training data
- synthetic data
- distributed data
- learning process
- learning algorithm
- data sources
- image data
- original data
- knowledge acquisition
- data analysis
- small number
- data processing
- database
- statistical analysis
- high quality
- experimental data
- sensor data
- data quality
- big data
- learning models
- missing data
- data points
- data structure
- background knowledge
- data distribution
- raw data
- learning systems
- input data
- distributed systems
- heterogeneous data
- geospatial data