2D-Shapley: A Framework for Fragmented Data Valuation.
Zhihong LiuHoang Anh JustXiangyu ChangXi ChenRuoxi JiaPublished in: CoRR (2023)
Keyphrases
- data sets
- data collection
- synthetic data
- database
- raw data
- data quality
- data processing
- training data
- high quality
- data analysis
- experimental data
- image data
- small number
- historical data
- high dimensional data
- main contribution
- statistical analysis
- data mining
- data mining techniques
- data warehouse
- data points
- missing data
- attribute values
- sensor data
- data sources
- data distribution
- prior knowledge
- noisy data
- complex data
- neural network
- heterogeneous sources
- large scale data sets