Discretization Using Clustering and Rough Set Theory.
Girish Kumar SinghSonajharia MinzPublished in: ICCTA (2007)
Keyphrases
- rough set theory
- rough sets
- continuous valued attributes
- attribute reduction
- fuzzy set theory
- decision rules
- approximate reasoning
- rule generation
- knowledge reduction
- tool for data mining
- decision table
- clustering algorithm
- rule induction
- data reduction
- k means
- granular computing
- rough fuzzy
- data analysis
- numerical attributes
- equivalence relation
- rule extraction
- rough sets theory
- rule sets
- rough set model
- fuzzy sets
- discernibility matrix
- knowledge discovery
- information entropy
- variable precision rough set model
- graph theoretic
- approximation spaces
- categorical data
- concept lattice
- cluster analysis
- data mining
- neural network
- databases
- data points
- attribute set
- preprocessing