Online group streaming feature selection based on fuzzy neighborhood granular ball rough sets.
Yuanhao SunPing ZhuPublished in: Expert Syst. Appl. (2024)
Keyphrases
- rough sets
- fuzzy sets
- granular computing
- feature selection
- rough set theory
- information granules
- feature reduction
- soft computing
- fuzzy logic
- membership functions
- rule extraction
- fuzzy rough sets
- rough fuzzy
- decision rules
- imprecise data
- knowledge reduction
- real time
- dominance relation
- data mining
- set pair analysis
- approximate reasoning
- rule induction
- rough approximations
- continuous valued attributes
- information entropy
- fuzzy rules
- approximation spaces
- pattern recognition
- information granulation
- data analysis
- feature set
- fuzzy numbers
- attribute reduction
- fuzzy measures
- interval valued
- rule generation
- data streams
- rough set model
- equivalence relation
- uncertainty handling
- set valued
- set theoretic
- fuzzy model
- upper approximation
- tool for data mining
- neural network