Multigranulation fuzzy probabilistic rough sets induced by overlap functions and their applications.
Nana HanJunsheng QiaoTengbiao LiWeiping DingPublished in: Fuzzy Sets Syst. (2024)
Keyphrases
- rough sets
- fuzzy sets
- rough set theory
- fuzzy logic
- soft computing
- membership functions
- imprecise data
- rule extraction
- fuzzy rough sets
- fuzzy measures
- knowledge reduction
- dominance relation
- fuzzy set theory
- rough fuzzy
- decision rules
- granular computing
- rough sets theory
- set pair analysis
- information entropy
- attribute reduction
- probability theory
- rough set model
- fuzzy rules
- approximate reasoning
- fuzzy numbers
- rough approximations
- bayesian networks
- pattern recognition
- handling uncertainty
- approximation spaces
- decision table
- concept lattice
- rule generation
- topological relationships
- approximation operators
- upper approximation
- aggregation functions
- fuzzy relations
- equivalence relation
- fuzzy model
- tool for data mining
- rule induction
- computer vision
- inductive machine learning
- data analysis
- association rules
- computational intelligence
- fuzzy clustering
- data mining
- decision theory