An Efficient Gaussian Kernel Based Fuzzy-Rough Set Approach for Feature Selection.
Soumen GhoshP. S. V. S. Sai PrasadC. Raghavendra RaoPublished in: MIWAI (2016)
Keyphrases
- feature selection
- support vector
- support vector machine
- fuzzy logic
- fuzzy sets
- rough sets
- irrelevant features
- text categorization
- fuzzy rules
- model selection
- mutual information
- multi class
- information gain
- data sets
- machine learning
- rough approximations
- fuzzy controller
- decision rules
- feature selection algorithms
- fuzzy neural network
- feature set
- dimensionality reduction
- feature extraction
- genetic algorithm
- online learning
- decision trees
- approximation spaces
- selected features
- data analysis
- fuzzy numbers
- feature space
- density function
- high dimensional
- fuzzy clustering
- high dimensionality
- kernel methods
- membership functions
- classification accuracy