Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures.
Jihong WanHongmei ChenTianrui LiZhong YuanJia LiuWei HuangPublished in: IEEE Trans. Cybern. (2023)
Keyphrases
- feature selection
- fuzzy measures
- fuzzy sets
- fuzzy information
- text categorization
- possibility distributions
- membership functions
- evidence theory
- fuzzy logic
- interval type fuzzy
- imprecise data
- information gain
- fuzzy rules
- multi class
- imprecise information
- interval valued
- mutual information
- probability measures
- risk measures
- fuzzy numbers
- uncertain data
- fuzzy linear programming
- feature set
- high dimensionality
- machine learning
- text classification
- dimensionality reduction
- feature extraction
- evaluation measures
- fuzzy systems
- fuzzy neural network
- belief functions
- fuzzy set theory
- handling uncertainty
- group decision making
- user friendly
- computer graphics
- user interaction
- method for feature selection
- classification accuracy
- computational intelligence
- decision making
- aggregation operators
- unsupervised feature selection
- individual features
- fuzzy clustering
- possibility theory
- virtual reality
- discriminative features
- multi criteria
- fuzzy controller
- microarray data