Feature selection based on rough sets and particle swarm optimization.
Xiangyang WangJie YangXiaolong TengWeijun XiaRichard JensenPublished in: Pattern Recognit. Lett. (2007)
Keyphrases
- rough sets
- particle swarm optimization
- feature selection
- rough set theory
- feature reduction
- decision rules
- granular computing
- fuzzy sets
- multi objective
- attribute reduction
- rule extraction
- text categorization
- feature selection algorithms
- pattern recognition
- data analysis
- soft computing
- data mining
- rough sets theory
- rough fuzzy
- feature space
- rough set model
- inductive machine learning
- dominance relation
- machine learning
- feature subset
- feature set
- genetic algorithm
- rule induction
- decision table
- information entropy
- approximation spaces
- feature extraction
- image processing
- continuous valued attributes
- tool for data mining
- classification accuracy
- evolutionary algorithm
- fuzzy rough sets
- artificial intelligence