The Secondary Isolated Data Island: Isolated Data Island Caused by Blockchain in Federated Learning.
Chenghan WangShanshan WangChuan ZhaoXueyang CaoShuhao YanYadi HanLimei HuangXueyang CaoZhenxiang ChenPublished in: BIBM (2023)
Keyphrases
- data sets
- data collection
- high quality
- data structure
- historical data
- synthetic data
- image data
- data sources
- data analysis
- complex data
- original data
- learning systems
- database
- data quality
- data distribution
- missing data
- input data
- sensor data
- database systems
- end users
- data points
- data objects
- decision trees
- raw data
- small number
- experimental data
- data processing
- background knowledge
- training data
- search engine
- high dimensional data
- labeled data
- information systems