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» Bayesian Error-Bars for Belief Net Inference
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UAI
2001
13 years 6 months ago
Bayesian Error-Bars for Belief Net Inference
Tim Van Allen, Russell Greiner, Peter Hooper
ICTAI
2003
IEEE
13 years 10 months ago
Inference via Fuzzy Belief Petri Nets
The fuzzy belief Petri net we propose in this paper propagates fuzzy beliefs from observations at nodes that represent measured parameters to fuzzy beliefs of the truths of parame...
Carl G. Looney, Lily R. Liang
IJAR
2010
75views more  IJAR 2010»
13 years 3 months ago
Generalized loopy 2U: A new algorithm for approximate inference in credal networks
Credal nets generalize Bayesian nets by relaxing the requirement of precision of probabilities. Credal nets are considerably more expressive than Bayesian nets, but this makes bel...
Alessandro Antonucci, Yi Sun, Cassio P. de Campos,...