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An Experimental Study of Prior Dependence in Bayesian Network Structure Learning.

, , and . ISIPTA, volume 103 of Proceedings of Machine Learning Research, page 78-81. PMLR, (2019)

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From Qualitative to Quantitative Probabilistic Networks, and . CoRR, (2013)Stable Independence in Perfect Maps, and . CoRR, (2012)Upgrading Ambiguous Signs in QPNs, , and . CoRR, (2012)When Learning Naive Bayesian Classifiers Preserves Monotonicity., , and . ECSQARU, volume 6717 of Lecture Notes in Computer Science, page 422-433. Springer, (2011)Balanced Tuning of Multi-dimensional Bayesian Network Classifiers., and . ECSQARU, volume 9161 of Lecture Notes in Computer Science, page 210-220. Springer, (2015)A conceptual model for inexact reasoning in rule-based systems.. Int. J. Approx. Reason., 3 (3): 239-258 (1989)Context-specific sign-propagation in qualitative probabilistic networks., , and . Artif. Intell., 140 (1/2): 207-230 (2002)Probabilities for a probabilistic network: a case study in oesophageal cancer., , , , and . Artif. Intell. Medicine, 25 (2): 123-148 (2002)The Complexity of Finding kth Most Probable Explanations in Probabilistic Networks., , and . SOFSEM, volume 6543 of Lecture Notes in Computer Science, page 356-367. Springer, (2011)Supporting Probability Elicitation by Sensitivity Analysis., and . EKAW, volume 1319 of Lecture Notes in Computer Science, page 335-340. Springer, (1997)