A Novel Unsupervised Approach to Heterogeneous Feature Selection Based on Fuzzy Mutual Information.
Zhong YuanHongmei ChenPengfei ZhangJihong WanTianrui LiPublished in: IEEE Trans. Fuzzy Syst. (2022)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- information theoretic
- information gain
- unsupervised feature selection
- unsupervised learning
- image registration
- fuzzy sets
- similarity measure
- fuzzy logic
- membership functions
- pointwise mutual information
- classification accuracy
- text categorization
- medical image registration
- fuzzy classification
- fuzzy set theory
- mutual information maximization
- possibilistic clustering
- text classification
- fuzzy inference
- multimodal image registration
- fuzzy rules
- support vector
- information theoretic measures
- unsupervised manner
- feature set
- fuzzy numbers
- fuzzy controller
- pattern recognition
- microarray data
- high dimensionality
- feature extraction
- feature space
- decision making
- feature selection algorithms
- competitive learning
- selection criterion
- discriminative features
- fuzzy neural network
- machine learning
- genetic algorithm ga
- model selection
- semi supervised
- medical images