Multigranulation variable-scale fuzzy neighborhood measures and corresponding Choquet-like integrals for feature selection.
Jingqian WangSongtao ShaoXiaohong ZhangPublished in: Inf. Sci. (2024)
Keyphrases
- fuzzy integral
- fuzzy measures
- feature selection
- sugeno integral
- choquet integral
- fuzzy sets
- fuzzy numbers
- metric space
- membership functions
- text categorization
- aggregation operators
- fuzzy logic
- fuzzy clustering
- neural network
- scale space
- rough sets
- irrelevant features
- support vector
- markov blanket
- feature selection algorithms
- scale parameter
- fuzzy set theory
- rand index
- fuzzy controller
- multi task
- microarray data
- feature set
- fuzzy rules
- information gain
- mutual information
- text classification
- machine learning
- method for feature selection
- dimensionality reduction
- discriminatory power
- feature extraction
- classification accuracy
- feature space
- discriminative features
- high dimensionality
- high dimensional
- feature subset