Incremental attribute reduction with rough set for dynamic datasets with simultaneously increasing samples and attributes.
Lianjie DongDegang ChenPublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- attribute reduction
- rough sets
- rough set theory
- discernibility matrix
- decision table
- rough sets theory
- attribute set
- concept lattice
- knowledge reduction
- condition attributes
- rough set model
- variable precision rough set model
- continuous valued attributes
- decision rules
- attribute reduction algorithm
- fuzzy rough sets
- data sets
- information entropy
- variable precision
- fuzzy sets
- dominance relation
- data mining
- rule induction
- data analysis
- rule sets
- variable precision rough set
- rule extraction
- data reduction
- feature extraction
- neural network