Using Rough Sets with Heuristics for Feature Selection.
Juzhen DongNing ZhongSetsuo OhsugaPublished in: RSFDGrC (1999)
Keyphrases
- rough sets
- feature selection
- feature reduction
- rough set theory
- granular computing
- decision rules
- rough sets theory
- text categorization
- fuzzy sets
- rule extraction
- attribute reduction
- data mining
- tool for data mining
- inductive machine learning
- rule induction
- soft computing
- machine learning
- data analysis
- pattern recognition
- feature subset
- support vector machine
- information entropy
- dominance relation
- feature extraction
- fuzzy logic
- feature set
- feature space
- continuous valued attributes
- approximation spaces
- rough set model
- real time
- fuzzy rough sets
- topological relationships
- artificial intelligence
- feature ranking
- classification accuracy
- feature selection algorithms