Critical Remarks on Bayesian Network Libraries (2002)
by
C. J. Butz
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@MISC{Butz02criticalremarks,
author = {C. J. Butz},
title = {Critical Remarks on Bayesian Network Libraries},
year = {2002}
}
author = {C. J. Butz},
title = {Critical Remarks on Bayesian Network Libraries},
year = {2002}
}
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Abstract:
Designing a large Bayesian network (BN) has been regarded as a difficult process. It has been suggested that BN libraries can be used to facilitate the construction of a large BN. That is, a large BN can be defined in terms of smaller BNs stored in a library. In this paper, we point out that it may be possible to combine the conditional independencies defined by the smaller BNs, but not the smaller BNs themselves.
Citations
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