Generalization of Rough Sets with alpha-Coverings of the Universe Induced by Conditional Probability Relations.
Rolly IntanMasao MukaidonoY. Y. YaoPublished in: JSAI Workshops (2001)
Keyphrases
- equivalence relation
- conditional probabilities
- rough sets
- rough set theory
- granular computing
- probability distribution
- rough set approximations
- bayesian networks
- probabilistic model
- fuzzy sets
- random variables
- inference rules
- attribute reduction
- data mining
- approximation spaces
- decision rules
- rough sets theory
- decision table
- information entropy
- class labels
- upper approximation
- binary relations
- rule induction
- training data
- dominance relation
- data analysis
- feature selection
- numerical data
- concept lattice
- rough fuzzy
- soft computing
- genetic algorithm