In-Database Feature Selection Using Rough Set Theory.
Frank BeerUlrich BühlerPublished in: IPMU (2) (2016)
Keyphrases
- rough set theory
- rough sets
- database
- feature selection
- attribute reduction
- decision table
- approximate reasoning
- data analysis
- granular computing
- fuzzy set theory
- databases
- decision rules
- rule extraction
- equivalence relation
- knowledge reduction
- text categorization
- rule induction
- information entropy
- knowledge discovery
- variable precision rough set model
- feature reduction
- rule generation
- rough sets theory
- support vector
- feature extraction
- machine learning
- rough fuzzy
- attribute set
- tool for data mining
- concept lattice
- dimensionality reduction
- pattern recognition
- data mining
- data reduction
- rule sets
- high dimensionality
- model selection
- fuzzy sets
- real world