Fuzzy entropies for class-specific and classification-based attribute reducts in three-way probabilistic rough set models.
Xi'ao MaPublished in: Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
- rough sets
- class specific
- knowledge reduction
- rough set theory
- fuzzy sets
- decision rules
- rule extraction
- attribute reduction
- condition attributes
- decision table
- variable precision
- pattern recognition
- probabilistic model
- dominance relation
- fuzzy rough sets
- rough sets theory
- image classification
- information entropy
- fuzzy logic
- discernibility matrix
- attribute set
- data mining
- attribute reduction algorithm
- set pair analysis
- fuzzy rules
- model selection
- feature extraction
- decision trees
- approximation spaces
- set valued
- bayesian networks
- object class
- superpixels
- concept lattice
- object categories
- supervised learning
- data analysis