Uncertain information: Random variables in graded semilattices.
Jürg KohlasPublished in: Int. J. Approx. Reason. (2007)
Keyphrases
- random variables
- uncertain information
- graphical models
- probability distribution
- incomplete information
- conditional independence
- uncertain data
- bayesian networks
- independent and identically distributed
- stochastic optimization problems
- joint distribution
- belief functions
- latent variables
- conditionally independent
- probabilistic graphical models
- normal distribution
- conditional distribution
- directed acyclic graph
- marginal distributions
- probabilistic model
- random vectors
- machine learning
- databases
- lead time
- continuous variables
- conditional probabilities
- distribution function
- stochastic processes
- belief propagation
- fuzzy logic
- knowledge discovery
- knowledge base