Feature selection using three-stage heuristic measures based on mutual fuzzy granularities.
Qian WangXianyong ZhangPublished in: Appl. Intell. (2024)
Keyphrases
- feature selection
- fuzzy sets
- fuzzy logic
- multiple granularities
- fuzzy numbers
- search algorithm
- mutual information
- fuzzy measures
- membership functions
- fuzzy rules
- forward selection
- text categorization
- feature set
- fuzzy controller
- multi class
- heuristic methods
- dynamic programming
- feature space
- support vector
- feature extraction
- machine learning
- temporal data
- text classification
- fuzzy systems
- irrelevant features
- unsupervised feature selection
- feature subset
- fuzzy clustering
- spatial data
- simulated annealing
- dimensionality reduction
- support vector machine
- classification accuracy
- optimal solution
- combinatorial optimization
- neural network
- fuzzy set theory
- objective function
- rand index
- training data
- method for feature selection
- data mining