Rough Sets Handling Missing Values Probabilistically Interpreted.
Michinori NakataHiroshi SakaiPublished in: RSFDGrC (1) (2005)
Keyphrases
- rough sets
- missing values
- rough set theory
- missing data
- data imputation
- incomplete data
- fuzzy sets
- decision rules
- granular computing
- data mining
- data analysis
- rough sets theory
- attribute reduction
- high dimensional data
- dominance relation
- fuzzy rough sets
- rule induction
- machine learning
- data cleaning
- equivalence relation
- missing attribute values
- databases
- concept lattice
- support vector machine
- rule extraction
- imputation methods
- pattern recognition