Bayesian Networks for Inverse Inference in Manufacturing Bayesian Networks.
Avadhut SardeshmukhSreedhar ReddyGautham B. P.Amol JoshiPublished in: ICMLA (2017)
Keyphrases
- bayesian networks
- inference in bayesian networks
- probabilistic reasoning
- exact inference
- graphical models
- probabilistic inference
- structure learning
- bayesian network inference
- learning bayesian networks
- junction tree
- conditional independence
- multiply sectioned bayesian networks
- bayesian network learning
- probabilistic model
- expert knowledge
- posterior probability
- random variables
- conditional probabilities
- parameter learning
- probability distribution
- clique tree
- naive bayes
- incomplete data
- context specific independence
- variable elimination
- maximum entropy
- evidential reasoning
- inference process
- belief networks
- markov networks
- hidden variables
- quality control
- manufacturing systems
- credal networks
- neural network