A novel Fuzzy Entropy based on the Non-Extensive entropy and its application for feature selection.
Seba SusanMadasu HanmandluPublished in: FUZZ-IEEE (2013)
Keyphrases
- feature selection
- information theory
- mutual information
- fuzzy entropy
- information theoretic
- fuzzy sets
- text categorization
- fuzzy logic
- information gain
- real world
- fuzzy controller
- fuzzy rules
- shannon entropy
- fuzzy numbers
- multi task
- feature selection algorithms
- fuzzy neural network
- fuzzy set theory
- membership functions
- fuzzy clustering
- high dimensionality
- text classification
- feature set
- feature space
- support vector
- feature extraction
- feature subset
- naive bayes
- unsupervised learning
- feature vectors
- fuzzy inference system
- selected features
- information entropy
- feature ranking
- machine learning
- data mining