Applications of Fuzzy Rough Set Theory in Machine Learning: a Survey.
Sarah VluymansLynn D'eerYvan SaeysChris CornelisPublished in: Fundam. Informaticae (2015)
Keyphrases
- rough set theory
- machine learning
- fuzzy set theory
- rough sets
- rule generation
- fuzzy sets
- approximate reasoning
- rough fuzzy
- knowledge reduction
- rule extraction
- knowledge discovery
- data analysis
- attribute reduction
- decision table
- concept lattice
- imprecise data
- decision rules
- variable precision rough set model
- granular computing
- information entropy
- data mining
- rough set model
- equivalence relation
- fuzzy rough sets
- membership functions
- fuzzy logic
- pattern recognition
- tool for data mining
- rule induction
- neural network
- soft computing
- intuitionistic fuzzy
- computational intelligence
- fuzzy numbers
- feature selection
- attribute reduction algorithm
- dominance relation
- discernibility matrix
- upper approximation
- rough sets theory
- rough approximations
- soft set
- decision trees
- model selection
- approximation spaces
- support vector machine
- association rules
- information granules
- fuzzy rules
- rule sets
- data reduction