A New Approach for Optimal Selection of Features for Classification Based on Rough Sets, Evolution and Neural Networks.
Eddy Torres-ConstanteJulio Ibarra-FialloMonserrate Intriago-PazmiñoPublished in: IntelliSys (1) (2022)
Keyphrases
- rough sets
- feature reduction
- rule extraction
- decision rules
- pattern recognition
- neural network
- rough set theory
- optimal selection
- classification accuracy
- feature vectors
- feature extraction
- feature set
- fuzzy sets
- rough fuzzy
- feature space
- fuzzy logic
- granular computing
- rule induction
- feature selection
- soft computing
- data analysis
- decision table
- class labels
- attribute reduction
- dominance relation
- artificial neural networks
- machine learning
- tool for data mining
- image processing
- genetic algorithm
- data mining
- feature subset
- support vector machine
- training set
- rough set model