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» Explaining inferences in Bayesian networks
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99
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ETS
2006
IEEE
93views Hardware» more  ETS 2006»
15 years 1 months ago
Enhancing User Support in Open Problem Solving Environments through Bayesian Network Inference Techniques
Nikolaos K. Tselios, Adrian G. Stoica, Manolis Mar...
115
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IJAR
2010
75views more  IJAR 2010»
15 years 9 days 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,...
110
Voted
JMLR
2010
125views more  JMLR 2010»
14 years 8 months ago
Continuous Time Bayesian Network Reasoning and Learning Engine
We present a continuous time Bayesian network reasoning and learning engine (CTBN-RLE). A continuous time Bayesian network (CTBN) provides a compact (factored) description of a co...
Christian R. Shelton, Yu Fan, William Lam, Joon Le...