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Third International Conference on Information Technology and Applications (ICITA'05) Volume 1
Probabilistic Reasoning Techniques for Situation Assessments
Sydney, Australia
July 04-July 07
ISBN: 0-7695-2316-1
Catherine Howard, Defence Science and Technology Organisation
Markus Stumptner, University of South Australia
This paper discusses the application of Object Oriented Probabilistic Relational Models to the formulation of situation assessments in the tactical military domain. Object Oriented Probabilistic Relational Models extend traditional attribute based Bayesian Networks with the concepts of objects, their attributes and the relationships between them by combining a frame-based representation system with Object Oriented Bayesian Networks.
Citation:
Catherine Howard, Markus Stumptner, "Probabilistic Reasoning Techniques for Situation Assessments," icita, vol. 1, pp.383-386, Third International Conference on Information Technology and Applications (ICITA'05) Volume 1, 2005
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