Embedded feature selection approach based on TSK fuzzy system with sparse rule base for high-dimensional classification problems.
Xiaoling GongJian WangQilin RenKai ZhangEl-Sayed M. El-AlfyJacek MandziukPublished in: Knowl. Based Syst. (2024)
Keyphrases
- rule base
- high dimensional
- feature selection
- high dimensionality
- high dimension
- dimensionality reduction
- sparse data
- feature space
- rule based systems
- inference engine
- fuzzy logic
- fuzzy rules
- low dimensional
- knowledge base
- linguistic rules
- text categorization
- sparse pca
- fuzzy systems
- high dimensional data
- similarity search
- rule sets
- fuzzy logic controller
- data points
- text classification
- fuzzy rule based systems
- fuzzy rule bases
- fuzzy model
- membership functions
- nearest neighbor
- fuzzy if then rules
- machine learning
- classification accuracy
- fuzzy controller
- neuro fuzzy
- redundant rules
- rule selection
- support vector