Fuzzy granular approximation classifier.
Marko PalangeticChris CornelisSalvatore GrecoRoman SlowinskiPublished in: CoRR (2022)
Keyphrases
- fuzzy sets
- fuzzy classifier
- fuzzy rule based classifier
- training data
- information granules
- membership functions
- fuzzy logic
- granular computing
- fuzzy classification
- decision trees
- fuzzy numbers
- approximation algorithms
- fuzzy rules
- feature space
- fuzzy clustering
- classifier systems
- classification rate
- fuzzy controller
- fuzzy set theory
- soft computing
- approximate reasoning
- classification algorithm
- support vector
- feature selection
- approximation error
- classifier ensemble
- multiple classifiers
- training set
- classification process
- classification scheme
- knn
- error bounds
- closed form
- support vector machine
- multi class
- classification method
- class labels
- rough sets
- feature set
- classification accuracy
- fuzzy model
- approximation spaces
- fuzzy membership functions
- expert systems
- training samples