Critical Remarks on Bayesian Network Libraries Export

@misc{citeulike:758006, 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.}, author = {Butz, C. J.}, citeulike-article-id = {758006}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.18.2058}, keywords = {graphicalmodel}, posted-at = {2007-08-02 13:10:05}, priority = {2}, title = {Critical Remarks on Bayesian Network Libraries}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.18.2058} }

TY - GEN ID - citeulike:758006 L3 - citeulike-article-id:758006 N2 - 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. TI - Critical Remarks on Bayesian Network Libraries KW - graphicalmodel AU - Butz, CJ UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.18.2058 ER -