An incremental approach to feature selection using the weighted dominance-based neighborhood rough sets.
Yanzhou PanWeihua XuQinwen RanPublished in: Int. J. Mach. Learn. Cybern. (2023)
Keyphrases
- rough sets
- feature selection
- dominance relation
- feature reduction
- rough set theory
- decision rules
- fuzzy sets
- granular computing
- data mining
- attribute reduction
- text categorization
- rule extraction
- set valued
- data analysis
- tool for data mining
- knowledge reduction
- feature selection algorithms
- rule induction
- feature extraction
- rough set model
- machine learning
- rough approximations
- rough sets theory
- fuzzy rough sets
- continuous valued attributes
- set pair analysis
- information entropy
- feature set
- feature space
- data sets
- interval valued
- soft computing
- rough fuzzy
- inductive machine learning
- approximation spaces
- classification accuracy
- pattern recognition
- image processing
- artificial intelligence
- real time