A proposal for evolutionary fuzzy systems using feature weighting: Dealing with overlapping in imbalanced datasets.
Saleh AlshomraniAbdullah BawakidSeong-O ShimAlberto FernándezFrancisco HerreraPublished in: Knowl. Based Syst. (2015)
Keyphrases
- fuzzy systems
- feature weighting
- imbalanced datasets
- evolutionary computation
- feature selection
- feature selection algorithms
- text categorization
- class imbalance
- computational intelligence
- fuzzy rules
- evolutionary algorithm
- soft computing
- class distribution
- text classification
- neural network
- genetic algorithm
- genetic programming
- fuzzy model
- decision trees
- sampling methods
- rule base
- fuzzy logic
- fitness function
- support vector machine
- data analysis
- semi supervised learning
- high dimensional
- expert systems
- feature space
- machine learning