Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games.
Xuan LuoJian PeiCheng XuWenjie ZhangJianliang XuPublished in: Proc. ACM Manag. Data (2024)
Keyphrases
- cooperative
- data sets
- game theory
- data sources
- raw data
- data analysis
- original data
- database
- data processing
- data structure
- data quality
- image data
- game theoretic
- complex data
- experimental data
- sensor data
- synthetic data
- statistical analysis
- data collection
- data mining techniques
- data points
- prior knowledge
- metadata
- computer systems
- sensor networks
- knowledge discovery
- network structure
- end users
- feature selection
- neural network