Combining Bayesian Networks and Rough Sets: further Step towards Reasoning about uncertainty.
Janusz ZalewskiSlawomir T. WierzchonHenry L. PfisterPublished in: Int. J. Comput. (2008)
Keyphrases
- rough sets
- bayesian networks
- rough set theory
- uncertainty handling
- handling uncertainty
- ordered information systems
- probabilistic knowledge
- imprecise data
- fuzzy sets
- conditional probabilities
- decision rules
- attribute reduction
- granular computing
- information entropy
- data mining
- tool for data mining
- data analysis
- soft computing
- dominance relation
- fuzzy logic
- inductive machine learning
- post processing
- rough sets theory
- machine learning
- fuzzy measures
- imprecise probabilities
- pattern recognition
- real world
- computer vision
- uncertainty management
- probability theory
- feature extraction
- rough approximations
- rough fuzzy
- interval valued
- fuzzy rough sets
- knowledge base
- expert systems
- knowledge discovery
- inference rules
- computational intelligence