Practical application of a Bayesian network approach to poultry epigenetics and stress.
Emiliano A. Videla RodriguezFábio PértilleCarlos Guerrero-BosagnaJohn B. O. MitchellPer JensenV. Anne SmithPublished in: BMC Bioinform. (2022)
Keyphrases
- practical application
- bayesian networks
- inference in bayesian networks
- conditional independence
- graphical models
- probabilistic inference
- bayesian network inference
- learning bayesian networks
- random variables
- probability distribution
- conditional probabilities
- incomplete data
- diagnostic reasoning
- structure learning
- bayesian network structure
- structural learning
- parameter learning
- bayesian network learning
- approximate inference
- social networks
- dynamic bayesian networks
- continuous variables
- probabilistic networks
- bayesian network classifiers
- causal relationships
- influence diagrams
- uncertain knowledge
- probabilistic model
- bayesian network structures
- structure learning algorithm
- databases
- real time