Exploiting Innocuousness in Bayesian Networks.
Alexander MotzekRalf MöllerPublished in: Australasian Conference on Artificial Intelligence (2015)
Keyphrases
- bayesian networks
- conditional independence
- inference in bayesian networks
- expert knowledge
- learning bayesian networks
- probability distribution
- structure learning
- incomplete data
- probabilistic inference
- conditional probabilities
- probabilistic reasoning
- graphical models
- probabilistic model
- artificial intelligence
- information retrieval
- parameter learning
- probabilistic classifiers
- bayesian network structure
- data sets
- hidden variables
- random variables
- markov random field
- classification accuracy
- case study
- information systems
- neural network