An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks.
Xiaoyuan ZhuChanghe YuanPublished in: AAAI (2015)
Keyphrases
- bayesian networks
- cost based abduction
- structure learning
- probabilistic model
- learning algorithm
- learning bayesian networks
- shortest path problem
- conditional independence
- branch and bound algorithm
- combinatorial optimization
- closely related
- incomplete data
- integer programming
- bayesian belief networks
- bayesian network classifiers
- structural models
- neural network