Feature selection based on double-hierarchical and multiplication-optimal fusion measurement in fuzzy neighborhood rough sets.
Hongyuan GouXianyong ZhangPublished in: Inf. Sci. (2022)
Keyphrases
- rough sets
- fuzzy sets
- feature selection
- rough set theory
- rule extraction
- feature reduction
- membership functions
- soft computing
- fuzzy rough sets
- fuzzy logic
- knowledge reduction
- rough fuzzy
- decision rules
- dominance relation
- granular computing
- rough sets theory
- imprecise data
- fuzzy rules
- equivalence relation
- set pair analysis
- rough approximations
- data mining
- approximation spaces
- decision table
- rough set model
- fuzzy measures
- interval valued
- attribute reduction
- pattern recognition
- rule induction
- feature subset
- approximate reasoning
- information granulation
- data analysis
- information granules
- rule generation
- information entropy
- continuous valued attributes
- tool for data mining
- neural network
- lower and upper approximations
- approximation operators
- feature extraction
- information processing