Logical and algorithmic properties of independence and their application to Bayesian networks
نویسندگان
چکیده
منابع مشابه
architecture and engineering of nanoscale sculptured thin films and determination of their properties
چکیده ندارد.
15 صفحه اولLogical and Algorithmic Properties of Conditional Independence and Graphical Models
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Logical and algorithmic properties of stable conditional independence
The logical and algorithmic properties of stable conditional independence (CI) as an alternative structural representation of conditional independence information are investigated. We utilize recent results concerning a complete axiomatization of stable conditional independence relative to discrete probability measures to derive perfect model properties of stable conditional independence struct...
متن کاملA Logical Notion of Conditional Independence: Properties and Application
We present a logical notion of conditional independence, discuss its key properties, and review several of its formulations and applications.
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ژورنال
عنوان ژورنال: Annals of Mathematics and Artificial Intelligence
سال: 1990
ISSN: 1012-2443,1573-7470
DOI: 10.1007/bf01531004