Bayesian Graphical Models for Software Testing.
David A. WooffMichael GoldsteinFrank P. A. CohenPublished in: IEEE Trans. Software Eng. (2002)
Keyphrases
- graphical models
- software testing
- bayesian networks
- test cases
- belief propagation
- software development
- statistical inference
- probabilistic model
- random variables
- probabilistic inference
- software engineering
- software systems
- probabilistic graphical models
- approximate inference
- map inference
- exact inference
- conditional independence
- test suite
- bayesian inference
- belief networks
- factor graphs
- structure learning
- conditional random fields
- test data generation
- testing process
- markov networks
- posterior probability
- marginal probabilities
- test data
- loopy belief propagation
- statistical relational learning
- black box
- formal specification
- parameter estimation
- test generation
- database
- hidden variables
- graphical structure