Probabilistic inference of molecular networks from noisy data sources.
Ivan IossifovMichael KrauthammerCarol FriedmanVasileios HatzivassiloglouJoel S. BaderKevin P. WhiteAndrey RzhetskyPublished in: Bioinform. (2004)
Keyphrases
- probabilistic inference
- data sources
- probabilistic networks
- graphical models
- bayesian networks
- approximate inference
- influence diagrams
- weighted model counting
- context specific independence
- belief networks
- message passing
- efficient inference
- bayesian belief networks
- conditional probabilities
- probabilistic reasoning
- data model
- exact inference
- bucket elimination
- small number
- databases
- belief propagation
- propositional logic
- search algorithm
- conditional probability tables
- training set