3WC-GBNRS++: A Novel Three-Way Classifier With Granular-Ball Neighborhood Rough Sets Based on Uncertainty.
Jie YangZhuangzhuang LiuShuyin XiaGuoyin WangQinghua ZhangShuai LiTaihua XuPublished in: IEEE Trans. Fuzzy Syst. (2024)
Keyphrases
- rough sets
- granular computing
- uncertainty handling
- feature reduction
- ordered information systems
- rough set theory
- fuzzy sets
- imprecise data
- decision rules
- dominance relation
- soft computing
- rough fuzzy
- decision trees
- rough set model
- attribute reduction
- fuzzy logic
- training set
- information processing
- data analysis
- inductive machine learning
- interval valued
- handling uncertainty
- machine learning
- feature set
- pattern recognition
- data mining
- classification algorithm
- class labels
- support vector machine
- feature selection
- fuzzy measures
- lower and upper approximations
- tool for data mining
- fuzzy similarity relations