Mixed measure-based feature selection using the Fisher score and neighborhood rough sets.
Lin SunJiuxiao ZhangWeiping DingJiucheng XuPublished in: Appl. Intell. (2022)
Keyphrases
- rough sets
- feature selection
- pointwise mutual information
- rough set theory
- feature reduction
- fuzzy sets
- granular computing
- attribute set
- text categorization
- rough sets theory
- data mining
- decision rules
- rough set model
- attribute reduction
- soft computing
- fuzzy measures
- dominance relation
- inductive machine learning
- machine learning
- pattern recognition
- feature space
- tool for data mining
- data analysis
- information entropy
- classification accuracy
- rule induction
- feature selection algorithms
- rough fuzzy
- fuzzy rough sets
- knowledge discovery
- fuzzy logic
- membership functions
- feature set
- feature extraction
- decision trees
- computer vision
- artificial intelligence
- feature subset