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The Inferential Complexity of Bayesian and Credal Networks
2005This paper presents new results on the complexity of graph-theoretical models that represent probabilities (Bayesian networks) and that represent interval and set valued probabilities (credal networks). We define a new class of networks with bounded width, and introduce a new decision problem for Bayesian networks, the maximin a posteriori.
de Campos, C. P., Cozman, F. G.
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Abductive Reasoning in Logical Credal Networks
Advances in Neural Information Processing Systems 37Debarun Bhattacharjya +4 more
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Credal Valuation Network for Ongoing Threat Assessment
2024 27th International Conference on Information Fusion (FUSION)Branko Ristic, Alessio Benavoli
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Crop yield prediction model based on Credal Network
Chinese Journal of Eco-Agriculture, 2012Ying QU, Ming-Xin YANG
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Credal networks for hazard assessment of debris flow
2006SALVETTI, ANDREA +2 more
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Hazard assessment of debris flows by credal networks
2004A. Antonucci +2 more
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