Uncertainty measures and feature selection based on composite entropy for generalized multigranulation fuzzy neighborhood rough set.
Xiaoyan ZhangWeicheng ZhaoPublished in: Fuzzy Sets Syst. (2024)
Keyphrases
- rough sets
- fuzzy measures
- fuzzy sets
- feature selection
- imprecise data
- fuzzy rough sets
- information entropy
- rough set theory
- rough approximations
- fuzzy entropy
- continuous valued attributes
- feature reduction
- approximation spaces
- dominance relation
- approximation operators
- fuzzy logic
- membership functions
- interval valued
- decision rules
- set pair analysis
- set valued
- granular computing
- knowledge reduction
- rule extraction
- rough fuzzy
- information gain
- rough set model
- data mining
- text categorization
- pattern recognition
- fuzzy rules
- intuitionistic fuzzy sets
- rule induction
- attribute reduction
- data analysis
- fuzzy relations
- feature extraction
- classification accuracy
- text classification
- aggregation operators
- incremental knowledge acquisition
- machine learning
- rough sets theory
- feature set
- concept lattice
- fuzzy numbers
- feature space
- decision table
- attribute reduction algorithm
- neural network
- real world
- topological relationships
- feature subset
- decision trees
- upper approximation
- tool for data mining