Logical and algorithmic properties of stable conditional independence
نویسندگان
چکیده
منابع مشابه
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 کاملLogical Properties of Stable Conditional Independence
We utilize recent results concerning a complete axiomatization of stable conditional independence (CI) relative to discrete probability measures to derive perfect model properties of stable CI structures. We show that stable CI can be interpreted as a generalization of undirected graphical models and establish a connection between sets of stable CI statements and propositional formulae in conju...
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ژورنال
عنوان ژورنال: International Journal of Approximate Reasoning
سال: 2010
ISSN: 0888-613X
DOI: 10.1016/j.ijar.2010.01.011