An incremental attribute reduction approach based on knowledge granularity under the attribute generalization.
Yunge JingTianrui LiJunfu HuangYingying ZhangPublished in: Int. J. Approx. Reason. (2016)
Keyphrases
- attribute reduction
- rough set theory
- rough sets
- variable precision rough set model
- decision table
- knowledge reduction
- discernibility matrix
- concept lattice
- formal contexts
- attribute reduction algorithm
- attribute set
- information entropy
- parallel particle swarm optimization
- rough set model
- expert systems
- decision rules
- formal concept analysis
- naive bayes
- rough sets theory
- attribute values
- data mining techniques
- approximation spaces
- nearest neighbor
- fuzzy logic
- fuzzy rough sets
- knowledge discovery
- preprocessing
- image processing
- knowledge base
- information retrieval