Influence of selection on structure learning in markov network EDAs: an empirical study.
Alexander E. I. BrownleeJohn A. W. McCallMartin PelikanPublished in: GECCO (2012)
Keyphrases
- markov networks
- structure learning
- graphical models
- markov logic networks
- first order logic
- maximum likelihood
- bayesian networks
- probabilistic graphical models
- belief propagation
- conditional independence tests
- bayesian inference
- probabilistic model
- conditional random fields
- parameter learning
- markov random field
- posterior probability
- hidden variables
- document classification
- continuous variables
- random variables
- conditional probabilities
- inductive logic programming
- conditional independence
- continuous domains
- maximum a posteriori
- particle filter
- pairwise