Similarity-based attribute reduction in rough set theory: a clustering perspective.

Xiuyi Jia Ya Rao Lin Shang Tong-Jun Li

Published in: Int. J. Mach. Learn. Cybern. (2020)

Keyphrases

rough set theory
attribute reduction
rough sets
knowledge reduction
decision table
clustering algorithm
variable precision rough set model
discernibility matrix

decision rules
rough set model
data reduction
knowledge discovery
concept lattice
granular computing
rough sets theory
fuzzy rough sets

rule sets
information entropy
attribute set
equivalence relation
data analysis
rough fuzzy
attribute reduction algorithm
condition attributes

rule extraction
pattern recognition
databases
association rules
formal concept analysis
fuzzy clustering
high dimensional data