Efficient approximate inference in distributed Bayesian networks for MAS-based sensor interpretation.
Norman CarverPublished in: AAMAS (3) (2008)
Keyphrases
- bayesian networks
- multi agents systems
- multi agent
- probabilistic reasoning
- probabilistic inference
- inference in bayesian networks
- multi agent systems
- cooperative
- exact inference
- inference process
- distributed systems
- distributed environment
- sensor networks
- structure learning
- graphical models
- random variables
- multiply sectioned bayesian networks
- bayesian network inference
- real time
- multiagent systems
- probability distribution
- dynamic bayesian networks
- conditional probabilities
- image interpretation
- mobile sensor networks
- multiagent environments
- sensor data
- parameter learning
- probabilistic model
- junction tree
- naive bayes
- clique tree
- mobile sensor
- complex systems
- incomplete data