This proliferation of imprecise information increases the risk of overwhelming the operator.
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Sequential updating of conditional probabilities on directed graphical structures.
IDEAL: A software package for analysis of influence diagrams. (Ed.), Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence Cambridge, Massachusetts.
Estimation of means in graphical Gaussian models with symmetries, Annals of Statistics, 40, 2423-2436, 2012.
Proper Local Scoring Rules on Discrete Sample Spaces.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, Jan 6-8, 2005, Savannah Hotel, Barbados, pp.
Restricted concentration models - graphical Gaussian models with concentration parameters restricted to being equal.
Society for Artificial Intelligence and Statistics, 2005.
A submarine's sonar team is responsible for detecting, localising and classifying targets using information provided by the platform's sensor suite.
The information used to make these assessments is typically uncertain and/or incomplete and is likely to require a measure of confidence in its reliability.
Moreover, improvements in sensor and communication technology are resulting in increased amounts of on-platform and off-platform information available for evaluation.