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The CPT Structure of Variable Elimination in Discrete Bayesian Networks.

, , , and . Advances in Intelligent Information Systems, volume 265 of Studies in Computational Intelligence, Springer, (2010)

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An empirical study of Bayesian network inference with simple propagation., , , and . Int. J. Approx. Reason., (2018)Critical Remarks on Bayesian Network Libraries.. JCIS, page 402-406. JCIS / Association for Intelligent Machinery, Inc., (2002)A Method for Detecting Context-Specific Independence in Conditional Probability Tables., and . Rough Sets and Current Trends in Computing, volume 2475 of Lecture Notes in Computer Science, page 344-348. Springer, (2002)Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks., , and . Probabilistic Graphical Models, volume 52 of JMLR Workshop and Conference Proceedings, page 74-85. JMLR.org, (2016)Reducing the Storage Requirements of 1-v-1 Support Vector Machine Multi-classifiers., and . RSFDGrC (2), volume 3642 of Lecture Notes in Computer Science, page 166-173. Springer, (2005)A Comparison of Different Marginalization Operations in Simple Propagation., and . ECSQARU, volume 14294 of Lecture Notes in Computer Science, page 172-182. Springer, (2023)Current Trends in Bayesian Network Inference.. IICAI, page 1186-1205. IICAI, (2007)On Converting Sum-Product Networks into Bayesian Networks., , and . Canadian AI, volume 10233 of Lecture Notes in Computer Science, page 329-334. (2017)Resolving Inconsistencies of Scope Interpretations in Sum-Product Networks., , and . Canadian AI, volume 10233 of Lecture Notes in Computer Science, page 305-315. (2017)A New Inference Axiom for Probabilistic Conditional Independence., , and . AI, volume 2671 of Lecture Notes in Computer Science, page 568-574. Springer, (2003)