An axiomatic characterization of probabilistic rough sets.
Tong-Jun LiXiao-Ping YangPublished in: Int. J. Approx. Reason. (2014)
Keyphrases
- rough sets
- axiomatic characterization
- rough set theory
- decision rules
- fuzzy sets
- bayesian networks
- conditional independence
- attribute reduction
- granular computing
- rough sets theory
- soft computing
- data analysis
- rule induction
- data mining
- probabilistic model
- inductive machine learning
- pattern recognition
- information entropy
- rough fuzzy
- imprecise probabilities
- tool for data mining
- continuous valued attributes
- fuzzy rough sets
- set pair analysis
- approximation spaces
- probability theory
- random walk
- topological relationships
- rough set model
- equivalence relation
- decision table
- random variables
- genetic algorithm