Enhancing the scalability of fuzzy rough set approximate reduct computation through fuzzy min-max neural network and crisp discernibility relation formulation.
Anil KumarP. S. V. S. Sai PrasadPublished in: Eng. Appl. Artif. Intell. (2022)
Keyphrases
- rough sets
- fuzzy rough sets
- neural network
- approximation operators
- fuzzy min max
- rough set theory
- attribute reduction
- fuzzy sets
- fuzzy logic
- decision table
- dominance relation
- discernibility matrix
- rough fuzzy
- decision rules
- approximation spaces
- rough approximations
- rough sets theory
- equivalence relation
- pattern recognition
- fuzzy relations
- granular computing
- artificial neural networks
- information entropy
- fuzzy set theory
- back propagation
- soft computing
- data mining
- condition attributes
- set theoretic
- data analysis
- computational intelligence
- data reduction
- hybrid neural
- real world
- concept lattice
- membership functions
- rule sets
- machine learning
- face recognition
- computer vision