Inference in probabilistic logic programs with continuous random variables.
Muhammad Asiful IslamC. R. RamakrishnanI. V. RamakrishnanPublished in: Theory Pract. Log. Program. (2012)
Keyphrases
- random variables
- bayesian networks
- graphical models
- probability distribution
- probabilistic logic programs
- probabilistic inference
- continuous variables
- conditional probabilities
- joint distribution
- exact inference
- latent variables
- independent and identically distributed
- belief networks
- stochastic optimization problems
- conditional probability distributions
- normal distribution
- loopy belief propagation
- conditional independence
- distribution function
- random vectors
- undirected graphical models
- probabilistic reasoning
- conditionally independent
- dynamic bayesian networks
- directed acyclic graph
- lead time
- failure rate
- approximate inference
- probabilistic model
- marginal distributions
- structured prediction
- probabilistic graphical models
- bayesian inference
- belief propagation
- identically distributed
- hidden markov models
- expert systems