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Foundations for Bayesian Networks

By Jon Williamson

Abstract

Bayesian networks may either be treated purely formally or be given an interpretation. I argue that current foundations are problematic, and put forward new foundations which involve aspects of both the interpreted and the formal approaches

Topics: B1, QA273, BC, QA75
Publisher: Kluwer Academic Publishers Group
Year: 2001
OAI identifier: oai:kar.kent.ac.uk:7387
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