Tool support for the navigation in graphical models.
Tobias ReinhardSilvio MeierReinhard StoiberChristina CramerMartin GlinzPublished in: ICSE (2008)
Keyphrases
- graphical models
- tool support
- belief propagation
- software development
- software tools
- probabilistic model
- random variables
- probabilistic graphical models
- probabilistic inference
- software engineering
- design decisions
- approximate inference
- bayesian networks
- software projects
- map inference
- markov networks
- conditional independence
- structure learning
- conditional random fields
- belief networks
- exact inference
- test suite
- requirements engineering
- statistical inference
- software systems
- factor graphs
- trade off
- artificial intelligence
- undirected graphical models
- message passing
- databases
- higher order
- hidden markov models
- image segmentation
- real world