Browsing Papers and Publications, Center of Excellence in Command, Control, Communications, and Intelligence by Subject "First-Order Bayesian Logic"

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Multi-Entity Bayesian Networks without Multi-Tears

Costa, Paulo C. G.; Laskey, Kathryn B. (2006-01-27)

An introduction is provided to Multi-Entity Bayesian Networks (MEBN), a logic system that integrates First Order Logic (FOL) with Bayesian probability theory. MEBN extends ordinary Bayesian networks to allow representation ...
Of Starships and Klingons: Bayesian Logic for the 23rd Century

Laskey, Kathryn B.; Costa, Paulo C. G. (AUAI Press, 2005-07)

Intelligent systems in an open world must reason about many interacting entities related to each other in diverse ways and having uncertain features and relationships. Traditional probabilistic languages lack the expressive ...

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