Tail Sensitivity Analysis in Bayesian Networks
Enrique F. CastilloCristina SolaresPatricia GómezPublished in: CoRR (2013)
Keyphrases
- sensitivity analysis
- bayesian networks
- managerial insights
- influence diagrams
- learning bayesian networks
- probabilistic reasoning
- structure learning
- inference in bayesian networks
- variational inequalities
- probability distribution
- conditional independence
- probabilistic model
- conditional probabilities
- heavy tailed
- viewpoint
- graphical models
- bayesian network learning
- incomplete data
- extreme value theory
- parameter learning
- diagnostic reasoning
- multiply sectioned bayesian networks
- neural network
- power law
- continuous variables
- approximation algorithms
- expert knowledge
- range images
- multi view
- special case
- evolutionary algorithm
- objective function
- decision making