Effective fuzzy joint mutual information feature selection based on uncertainty region for classification problem.
Omar A. M. SalemFeng LiuYi-Ping Phoebe ChenAhmed HamedXi ChenPublished in: Knowl. Based Syst. (2022)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- classification accuracy
- information theoretic
- text classification
- feature extraction
- high dimensionality
- feature set
- classification models
- information gain
- feature selection algorithms
- similarity measure
- machine learning
- support vector machine
- text categorization
- classification performances
- classification algorithm
- fuzzy classifier
- pattern recognition
- fuzzy classification
- fuzzy sets
- feature space
- feature selection and classification
- method for feature selection
- image registration
- feature ranking
- fuzzy information
- classification method
- data pre processing
- feature subset
- sequential forward
- feature subset selection
- discriminative features
- soft set
- decision trees
- naive bayes
- support vector
- dimensionality reduction
- fuzzy logic
- neural network
- fuzzy clustering
- computer vision
- interval type fuzzy
- image processing
- feature vectors
- image analysis
- class separability
- model selection
- accurate classification
- small sample
- class labels
- selection criterion
- fuzzy rules
- membership functions
- pattern classification