Uncertainty measurement for heterogeneous data: an application in attribute reduction.
Yan SongGangqiang ZhangJiali HeShimin LiaoNingxin XiePublished in: Artif. Intell. Rev. (2022)
Keyphrases
- heterogeneous data
- attribute reduction
- rough set theory
- rough sets
- decision table
- data integration
- data sources
- parallel particle swarm optimization
- variable precision rough set model
- concept lattice
- data management
- databases
- discernibility matrix
- complex data
- metadata
- attribute reduction algorithm
- decision rules
- data reduction
- information sources
- information entropy
- knowledge discovery
- fuzzy logic
- high dimensional data
- data analysis
- pattern recognition
- control system
- neural network