Hardware Supported Rough Sets Based Rules Generation for Big Datasets.
Maciej KopczynskiTomasz GrzesJaroslaw StepaniukPublished in: CISIM (2016)
Keyphrases
- rough sets
- decision rules
- rule extraction
- rough set theory
- rule induction
- continuous valued attributes
- rough sets theory
- decision table
- rule generation
- granular computing
- fuzzy sets
- attribute reduction
- attribute set
- inductive machine learning
- real time
- data mining
- rule sets
- condition attributes
- information entropy
- rough set model
- pattern recognition
- rough fuzzy
- classification rules
- approximation spaces
- data analysis
- soft computing
- fuzzy rough sets
- dominance relation
- artificial intelligence
- decision trees
- information granules
- expert systems
- fuzzy logic
- computational intelligence
- concept lattice