Semantics of a Graphical Model for Representing Hypotheses and a System Supporting the Management of Hypotheses.
Madori IkedaMasaaki NishinoKoichiro DoiAkihiro YamamotoSusumu HayashiPublished in: KICSS (2010)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic inference
- probabilistic graphical models
- exact inference
- conditional dependencies
- conditional random fields
- approximate inference
- bayesian networks
- statistical inference
- structure learning
- random variables
- belief networks
- conditional independence
- graph structure
- markov networks
- approximation algorithms
- degrees of freedom
- objective function
- loopy belief propagation
- factor graphs
- map inference
- graphical structure
- three dimensional
- gaussian graphical models