Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions.
Zhong YuanHongmei ChenPeng XiePengfei ZhangJia LiuTianrui LiPublished in: Appl. Soft Comput. (2021)
Keyphrases
- rough set theory
- attribute reduction
- rough sets
- variable precision rough set model
- knowledge reduction
- rule generation
- decision table
- fuzzy sets
- concept lattice
- fuzzy rough sets
- decision rules
- rough sets theory
- rough fuzzy
- discernibility matrix
- rough set model
- data reduction
- information entropy
- preprocessing
- rule extraction
- granular computing
- equivalence relation
- databases
- data analysis
- attribute reduction algorithm
- soft set
- attribute set
- rule sets
- fuzzy logic
- decision trees
- computer vision
- genetic algorithm
- information retrieval