Rough sets as a front end of neural-networks texture classifiers.
Roman W. SwiniarskiLarry HargisPublished in: Neurocomputing (2001)
Keyphrases
- rough sets
- neural network
- rule extraction
- rough set theory
- pattern recognition
- fuzzy logic
- feature reduction
- decision rules
- soft computing
- rough sets theory
- granular computing
- fuzzy sets
- artificial neural networks
- attribute reduction
- data analysis
- multi layer perceptron
- learning classifier systems
- decision trees
- rough fuzzy
- information entropy
- tool for data mining
- feature set
- feature extraction
- back propagation
- rule induction
- decision table
- continuous valued attributes
- neural network model
- approximation spaces
- training data
- feature selection
- data mining
- fuzzy rough sets
- set pair analysis
- classification algorithm
- training set
- knowledge base
- bp neural network
- fault diagnosis
- genetic algorithm
- machine learning
- inductive machine learning
- real world
- real time