Incremental Feature Selection Using a Conditional Entropy Based on Fuzzy Dominance Neighborhood Rough Sets.
Binbin SangHongmei ChenLei YangTianrui LiWeihua XuPublished in: IEEE Trans. Fuzzy Syst. (2022)
Keyphrases
- rough sets
- dominance relation
- fuzzy sets
- feature selection
- rough set theory
- feature reduction
- set valued
- fuzzy logic
- soft computing
- rule extraction
- fuzzy rough sets
- decision rules
- rough fuzzy
- granular computing
- membership functions
- knowledge reduction
- pattern recognition
- imprecise data
- rough approximations
- rough sets theory
- approximate reasoning
- data analysis
- rough set model
- interval valued
- set pair analysis
- rule generation
- attribute reduction
- fuzzy rules
- feature extraction
- information granulation
- data mining
- feature set
- concept lattice
- fuzzy measures
- topological relationships
- feature subset
- decision table
- fuzzy numbers
- expert systems
- fuzzy relations
- decision making
- tool for data mining
- knn
- approximation spaces
- upper approximation
- continuous valued attributes
- genetic algorithm