An Optimal Strategy for Extracting Probabilistic Rules by Combining Rough Sets and Genetic Algorithm.
Xiaoshu HangHonghua DaiPublished in: Discovery Science (2003)
Keyphrases
- rough sets
- optimal strategy
- genetic algorithm
- rule extraction
- decision rules
- rough set theory
- rule induction
- continuous valued attributes
- decision problems
- fuzzy sets
- fuzzy logic
- rule generation
- rule sets
- decision table
- rough sets theory
- granular computing
- attribute reduction
- monte carlo
- soft computing
- attribute set
- data mining
- tool for data mining
- fuzzy rough sets
- data analysis
- mathematical models
- handling uncertainty
- dominance relation
- neural network
- classification rules
- approximation spaces
- pattern recognition
- genetic programming
- feature extraction
- equivalence relation
- bayesian networks
- decision trees
- information granules
- image processing
- computational intelligence
- artificial intelligence
- real world
- concept lattice