Research on Federated Learning Data Management Method Based on Data Lake Technology.
Liu KaiZhang LiangYaojing YangDazhu YanMin ZhaoPublished in: CIPAE (2023)
Keyphrases
- prior knowledge
- synthetic data
- data management
- data processing
- data sources
- databases
- missing data
- unsupervised learning
- data analysis
- input data
- prior information
- test data
- noisy data
- database
- image data
- statistical methods
- preprocessing
- online learning
- data collection
- reinforcement learning
- training samples
- learning algorithm
- neural network
- missing values
- data sets
- information loss
- learning scheme
- knowledge discovery
- pairwise
- background knowledge
- supervised learning
- learning process
- data quality
- support vector
- bayesian methods
- heterogeneous data
- satellite data