On the completeness of the semigraphoid axioms for deriving arbitrary from saturated conditional independence statements

    Inf. Process. Lett., pp. 628-633, 2014.

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    Keywords:
    completenesssaturated conditional independence statementsoundnesssemigraphoid axiomsaxiom systemMore(2+)

    Abstract:

    Conditional independence (CI) statements occur in several areas of computer science and artificial intelligence, e.g., as embedded multivalued dependencies in database theory, disjunctive association rules in data mining, and probabilistic CI statements in probability theory. Although, syntactically, such constraints can always be represe...More

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