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Reasoning about complex probabilistic concepts in childhood

✍ Scribed by JOHN E. FISK; ANGELA S. BURY; RACHEL HOLDEN


Book ID
111008320
Publisher
John Wiley and Sons
Year
2006
Tongue
English
Weight
84 KB
Volume
47
Category
Article
ISSN
0036-5564

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Complexity of probabilistic reasoning in
✍ Solomon E Shimony; Carmel Domshlak πŸ“‚ Article πŸ“… 2003 πŸ› Elsevier Science 🌐 English βš– 249 KB

Directed-path (DP) singly-connected Bayesian networks are an interesting special case that, in particular, includes both polytrees and two-level networks. We analyze the computational complexity of these networks. The prediction problem is shown to be easy, as standard message passing can perform co