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A transformational characterization of equivalent Bayesian network structures

UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence, (2013): 87-98

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We present a simple characterization of equivalent Bayesian network structures based on local transformations. The significance of the characterization is twofold. First, we are able to easily prove several new invariant properties of theoretical interest for equivalent structures. Second, we use the characterization to derive an efficien...更多

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