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Browsing Papers and Publications, Center of Excellence in Command, Control, Communications, and Intelligence by Subject "Probabilistic Reasoning"

Browsing Papers and Publications, Center of Excellence in Command, Control, Communications, and Intelligence by Subject "Probabilistic Reasoning"

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  • 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 ...
  • 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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