Consistency approximation: Incremental feature selection based on fuzzy rough set theory.
Jie ZhaoDaiyang WuJiaxin WuWenhao YeFaliang HuangJiahai WangEric Wing Kuen See-ToPublished in: Pattern Recognit. (2024)
Keyphrases
- rough set theory
- upper approximation
- fuzzy set theory
- rough sets
- feature selection
- approximation spaces
- rule generation
- rough fuzzy
- approximate reasoning
- fuzzy sets
- rule extraction
- knowledge reduction
- attribute reduction
- decision table
- equivalence relation
- granular computing
- variable precision rough set model
- data analysis
- decision rules
- concept lattice
- imprecise data
- membership functions
- feature extraction
- fuzzy rough sets
- data reduction
- fuzzy logic
- information entropy
- rule induction
- rough set model
- tool for data mining
- rough sets theory
- rule sets
- feature space
- selected features
- soft computing
- knowledge discovery
- support vector machine
- dominance relation
- information granules
- feature selection algorithms
- artificial intelligence
- decision making
- support vector
- rough approximations
- intuitionistic fuzzy
- feature set
- fuzzy clustering
- discernibility matrix
- model selection
- high dimensionality
- fuzzy reasoning
- computer vision
- attribute set
- flow graphs
- data mining
- real world