Uncertainty mode selection in categorical clustering using the rough set theory.
Sami NaoualiSemeh Ben SalemZied ChtourouPublished in: Expert Syst. Appl. (2020)
Keyphrases
- rough set theory
- rough sets
- categorical data
- mode selection
- attribute reduction
- decision table
- decision rules
- clustering algorithm
- data reduction
- rate distortion
- information entropy
- data analysis
- tool for data mining
- cluster analysis
- equivalence relation
- knowledge discovery
- complexity reduction
- information theoretic
- data mining
- high dimensional data
- data points
- numerical data
- classification accuracy
- machine learning
- approximation spaces
- databases