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The Inferential Complexity of Bayesian and Credal Networks

2005
This 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.
openaire   +1 more source

Abductive Reasoning in Logical Credal Networks

Advances in Neural Information Processing Systems 37
Debarun Bhattacharjya   +4 more
openaire   +1 more source

Credal Valuation Network for Ongoing Threat Assessment

2024 27th International Conference on Information Fusion (FUSION)
Branko Ristic, Alessio Benavoli
openaire   +1 more source

Crop yield prediction model based on Credal Network

Chinese Journal of Eco-Agriculture, 2012
Ying QU, Ming-Xin YANG
openaire   +1 more source

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