Optimizing dynamic composition of Bayesian Networks for context sensing and inference.
Korbinian FrankMatthias RöcklTom PfeiferPublished in: LCN (2010)
Keyphrases
- bayesian networks
- inference in bayesian networks
- probabilistic reasoning
- contextual information
- probabilistic inference
- multiply sectioned bayesian networks
- exact inference
- context sensitive
- incomplete data
- probabilistic model
- graphical models
- sensor networks
- probability distribution
- real time
- dynamic bayesian networks
- neural network
- learning bayesian networks
- bayesian belief networks
- conditional independence
- belief networks
- dynamic environments
- context dependent
- structure learning
- influence diagrams
- bayesian inference
- feature selection
- artificial intelligence
- open environments
- context aware