Fusing uncertain knowledge and evidence for maritime situational awareness via Markov Logic Networks.
Lauro SnidaroIngrid VisentiniKarna BryanPublished in: Inf. Fusion (2015)
Keyphrases
- uncertain knowledge
- situational awareness
- markov logic networks
- bayesian networks
- structure learning
- probabilistic reasoning
- first order logic
- knowledge representation
- markov networks
- probabilistic graphical models
- real time
- diagnostic reasoning
- graphical models
- emergency response
- probabilistic knowledge
- probabilistic logic
- possibilistic logic
- probability distribution
- decision support system
- probabilistic model
- conditional independence
- information sharing
- decision support
- default reasoning
- constraint satisfaction
- pairwise
- decision making