Rough Set Reduction of Attributes and their Domains for Neural Networks.
Jacek JelonekKrzysztof KrawiecRoman SlowinskiPublished in: Comput. Intell. (1995)
Keyphrases
- rough sets
- attribute set
- attribute reduction
- neural network
- rough set theory
- rough sets theory
- discernibility matrix
- rule extraction
- decision table
- knowledge reduction
- continuous valued attributes
- pattern recognition
- fuzzy logic
- attribute reduction algorithm
- concept lattice
- condition attributes
- fuzzy sets
- decision rules
- rough set model
- fuzzy rough sets
- data mining
- feature reduction
- information entropy
- tool for data mining
- machine learning
- attribute values
- incremental knowledge acquisition
- data analysis
- artificial neural networks
- variable precision
- back propagation
- continuous attributes
- rule induction
- dominance relation
- multilayer perceptron
- image processing
- rough approximations
- approximation spaces