Discovering attribute relationships, dependencies and rules by using rough sets.
Wojciech ZiarkoNing ShanPublished in: HICSS (3) (1995)
Keyphrases
- rough sets
- attribute set
- condition attributes
- rough set theory
- rule extraction
- decision rules
- decision table
- knowledge reduction
- rule induction
- attribute reduction
- continuous valued attributes
- rough sets theory
- information entropy
- variable precision rough set
- rule sets
- rule generation
- attribute values
- fuzzy sets
- topological relationships
- granular computing
- inductive machine learning
- discernibility matrix
- soft computing
- data mining
- fuzzy rough sets
- data analysis
- pattern recognition
- neural network
- fuzzy logic
- dominance relation
- rough set model
- continuous attributes
- rule discovery
- numerical attributes
- discovery process
- rough approximations
- feature extraction
- genetic algorithm
- knowledge discovery
- machine learning
- real world
- concept lattice
- uncertainty handling
- classification rules