Weighted support vector machine using fuzzy rough set theory.
Somaye MoslemnejadJavad HamidzadehPublished in: Soft Comput. (2021)
Keyphrases
- rough set theory
- fuzzy set theory
- rough sets
- support vector machine
- approximate reasoning
- fuzzy sets
- rule generation
- rough fuzzy
- knowledge reduction
- attribute reduction
- rule extraction
- decision table
- imprecise data
- variable precision rough set model
- decision rules
- concept lattice
- attribute reduction algorithm
- granular computing
- interval valued
- equivalence relation
- membership functions
- information entropy
- fuzzy logic
- rough sets theory
- knowledge discovery
- fuzzy rules
- fuzzy numbers
- rule induction
- feature selection
- approximation spaces
- dominance relation
- tool for data mining
- svm classifier
- soft computing
- machine learning
- upper approximation
- rough set model
- training data
- fuzzy rough sets
- rule sets
- fuzzy relations
- data mining
- data analysis
- neural network
- rule base
- lower and upper approximations
- artificial intelligence
- support vector
- pattern recognition
- information granules
- training set
- intuitionistic fuzzy
- feature vectors