Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Conditional independence structures examined via minors
Annals of Mathematics and Artificial Intelligence
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A subset ℒ of a semigraphoid iK over in elements is constructed in such a way that starting from ℒ it is necessary to apply semigraphoid axioms recursively 2in−2−1 times to arrive at iK. This is first known example of exponentially long semigraphoid inference. A comparison is made between local and global inferences. Graphoids and their duals are discussed as well.