Large-scale inference of conjunctive Bayesian networks.
Hesam MontazeriJack KuipersRoger D. KouyosJürg BöniSabine YerlyThomas KlimkaitVincent AubertHuldrych F. GünthardNiko BeerenwinkelThe Swiss Hiv Cohort StudyPublished in: Bioinform. (2016)
Keyphrases
- bayesian networks
- probabilistic inference
- inference in bayesian networks
- probabilistic reasoning
- exact inference
- multiply sectioned bayesian networks
- bayesian network inference
- evidential reasoning
- conditional probabilities
- parameter learning
- hidden variables
- probability distribution
- graphical models
- structure learning
- small scale
- dynamic bayesian networks
- variable elimination
- probabilistic model
- probabilistic modeling
- bayesian inference
- conditional independence
- real world
- context specific independence
- learning bayesian networks
- random variables
- junction tree
- posterior probability
- bayesian model
- complex domains
- expert knowledge
- clique tree
- real life
- neural network
- influence diagrams