Towards Gaussian Bayesian Network Fusion.
Irene Córdoba-SánchezConcha BielzaPedro LarrañagaPublished in: ECSQARU (2015)
Keyphrases
- bayesian networks
- learning bayesian networks
- graphical models
- fusion method
- maximum likelihood
- data fusion
- incomplete data
- probabilistic model
- random variables
- conditional probabilities
- inference in bayesian networks
- multi sensor
- gaussian distribution
- fusion algorithm
- structure learning
- bayesian network inference
- poisson distribution
- causal relationships
- probabilistic reasoning
- gaussian noise
- information fusion
- influence diagrams
- structural learning
- bayesian network structure
- conditional random fields
- conditional independence
- gaussian function
- probabilistic inference
- uncertain knowledge
- fusion model
- fusion framework
- fusion process
- density function
- sensor fusion
- gaussian model
- fusion methods
- parameter learning