An information theoretic approach to generating fuzzy hypercubes for if-then classifiers.
Masoud MakrehchiMohamed S. KamelPublished in: J. Intell. Fuzzy Syst. (2011)
Keyphrases
- fuzzy sets
- fuzzy logic
- membership functions
- machine learning algorithms
- training data
- decision trees
- fuzzy neural network
- classification algorithm
- fuzzy clustering
- svm classifier
- training set
- linear classifiers
- generation process
- fuzzy rules
- group decision making
- classification systems
- classification rate
- data sets
- classifier combination
- class labels
- support vector
- feature selection
- neural network
- classification models
- fuzzy controller
- fuzzy numbers
- roc curve
- naive bayes
- training samples
- artificial neural networks
- expert systems
- fuzzy set theory