New filter approaches for feature selection using differential evolution and fuzzy rough set theory.
Emrah HancerPublished in: Neural Comput. Appl. (2020)
Keyphrases
- rough set theory
- differential evolution
- rough sets
- variable precision rough set model
- fuzzy set theory
- feature selection
- rule generation
- evolutionary algorithm
- approximate reasoning
- optimization algorithm
- rule extraction
- knowledge reduction
- attribute reduction
- fuzzy sets
- equivalence relation
- particle swarm optimization
- parameter optimization
- differential evolution algorithm
- decision rules
- rough fuzzy
- decision table
- imprecise data
- genetic algorithm
- optimization method
- tool for data mining
- information entropy
- neural network
- approximation spaces
- granular computing
- concept lattice
- fuzzy logic
- rough approximations
- rough sets theory
- data reduction
- evolution strategy
- knowledge discovery
- image processing
- feature selection algorithms
- feature set
- computational intelligence
- data analysis
- fuzzy rough sets
- attribute set
- upper approximation
- decision making
- real world