Defining dynamic Bayesian networks for probabilistic situation assessment.
Yvonne FischerJürgen BeyererPublished in: FUSION (2012)
Keyphrases
- dynamic bayesian networks
- situation assessment
- bayesian networks
- data fusion
- particle filtering
- situational awareness
- decision support
- approximate inference
- probabilistic model
- structure learning
- network security
- situation awareness
- real time
- multi sensor
- decision making
- state variables
- risk assessment
- human operators
- conditional probabilities
- message passing
- generative model
- supervised learning
- probability distribution
- critical infrastructure
- emergency management
- social networks