An improved fuzzy mutual information feature selection for classification systems.
Liwei WangOmar A. M. SalemPublished in: ICIS (2017)
Keyphrases
- classification systems
- mutual information
- feature selection
- conditional mutual information
- information theoretic
- information gain
- fuzzy sets
- image registration
- fuzzy logic
- medical image registration
- similarity measure
- feature space
- text categorization
- dimensionality reduction
- membership functions
- hierarchical text classification
- fuzzy controller
- machine learning
- support vector
- model selection
- classification accuracy
- data sets
- selection criterion
- selected features
- fuzzy numbers
- fuzzy clustering
- support vector machine
- feature set
- fuzzy rules
- knn
- feature subset
- feature vectors
- decision trees
- multimodal image registration
- text classification