Dynamic probabilistic rough sets with incomplete data.
Chuan LuoTianrui LiYiyu YaoPublished in: Inf. Sci. (2017)
Keyphrases
- rough sets
- incomplete data
- bayesian networks
- rough set theory
- learning bayesian networks
- fuzzy sets
- missing data
- decision rules
- granular computing
- missing values
- soft computing
- incomplete data sets
- em algorithm
- probabilistic model
- attribute reduction
- fuzzy logic
- data mining
- pattern recognition
- tool for data mining
- continuous valued attributes
- rough sets theory
- dominance relation
- decision table
- fuzzy rough sets
- neural network
- upper approximation
- data analysis
- concept lattice
- decision trees
- approximation spaces
- feature vectors
- high dimensional
- handling uncertainty
- machine learning
- uncertainty handling
- data sets