Clustering and classifying informative attributes using rough set theory.
Rudra Kalyan NayakDebahuti MishraSatyabrata DasKailash ShawSashikala MishraRamamani TripathyPublished in: ICACCI (2012)
Keyphrases
- rough set theory
- decision table
- rough sets
- discernibility matrix
- attribute set
- rough sets theory
- attribute reduction
- continuous valued attributes
- decision rules
- fuzzy set theory
- rule generation
- data reduction
- rule sets
- concept lattice
- condition attributes
- knowledge reduction
- rough fuzzy
- tool for data mining
- knowledge discovery
- rule extraction
- information entropy
- clustering algorithm
- k means
- data analysis
- approximate reasoning
- rough set model
- rule induction
- granular computing
- graph theoretic
- formal concept analysis
- categorical data
- databases
- data points
- attribute reduction algorithm
- data mining
- dominance relation
- pattern recognition
- decision trees
- computer vision