Independence and Bayesian updating methods

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Independence and Bayesian Updating Methods

Duda, Hart, and Nilsson [ 1] have set forth a method for rule-based inference systems to use in updating the probabilities of hypotheses on the basis of multiple items of new evidence. Pednault, Zucker, and Muresan [2] claimed to give condi­ tions under which independence assumptions made by Duda et al. preclude updating-that is, prevent the evidence from altering the probabilities of the hypot...

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ژورنال

عنوان ژورنال: Artificial Intelligence

سال: 1986

ISSN: 0004-3702

DOI: 10.1016/0004-3702(86)90019-6