Inference in hybrid Bayesian networks using dynamic discretization (2007)

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by Martin Neil , Manesh Tailor , David Marquez
Venue:Statistics and Computing
Citations:13 - 7 self

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2 Improved reliability modelling using Bayesian networks and dynamic discretisation, (submitted to – David Marquez, Martin Neil, Norman Fenton - 2007
564 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
6 Hearty P., Modelling Dependable Systems using Hybrid Bayesian Networks – Martin Neil, Manesh Tailor - 2006
854 A tutorial on learning with Bayesian networks – David Heckerman - 1995
176 Efficient approximations for the marginal likelihood of Bayesian networks with hidden variables – David Maxwell Chickering, David Heckerman - 1997
48 Hybrid Bayesian Networks for Reasoning about Complex Systems – Uri N. Lerner - 2002
1 Inference in Hybrid Bayesian Networks with Mixtures of Truncated Exponentials – Barry R. Cobb A, Prakash P. Shenoy B
16 Inference in Hybrid Bayesian Networks with Mixtures of Truncated Exponentials – Barry R. Cobb, Prakash P. Shenoy - 2003
Importance Sampling for General Hybrid Bayesian Networks – Changhe Yuan
We have... – Martin Neil, David Marquez, Fenton Peter Hearty, Martin Neil, Manesh Tailor, David Marquez, Norman Fenton, Peter Hearty
65 Causal independence for probability assessment and inference using Bayesian networks – David Heckerman, John S. Breese - 1994
167 Probabilistic independence networks for hidden Markov probability models – Padhraic Smyth, David Heckerman, Michael I. Jordan - 1996
Just Enough Die-Level Test: Optimizing IC Test via Machine Learning and Decision Theory – Tony Fountain - 1998
23 Belief Networks, Hidden Markov Models, and Markov Random Fields: a Unifying View – Padhraic Smyth - 1998
14 Cutset sampling for Bayesian networks – Bozhena Bidyuk, Rina Dechter
16 Approximating probability density functions with mixtures of truncated exponentials – Barry R. Cobb, Rafael Rumí, Prakash P. Shenoy - 2006
Generalized Evidence Pre-propagated Importance Sampling for Hybrid Bayesian Networks – Changhe Yuan, Marek J. Druzdzel
✦ Inference in Hybrid Bayesian Networks – Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón, Rafael Rumí, Antonio Salmerón, Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón - 2009
175 The Bayes Net Toolbox for MATLAB – Kevin P. Murphy - 2001