Using Fuzzy Dependency-Guided Attribute Grouping in Feature Selection.
Richard JensenQiang ShenPublished in: RSFDGrC (2003)
Keyphrases
- feature selection
- fuzzy sets
- membership functions
- fuzzy logic
- text categorization
- fuzzy numbers
- high dimensionality
- feature selection algorithms
- discriminative features
- machine learning
- feature extraction
- fuzzy set theory
- fuzzy rules
- mutual information
- attribute values
- fuzzy neural network
- grouping algorithm
- perceptual organization
- multiple attributes
- irrelevant features
- information gain
- feature set
- dimensionality reduction
- text classification
- multi class
- support vector machine
- support vector
- data mining
- unsupervised feature selection
- redundant features
- neural network