Inference in Bayesian Networks Using Nested Junction Trees

Learning in Graphical Models ◽

10.1007/978-94-011-5014-9_3 ◽

1998 ◽

pp. 51-74 ◽

Author(s):

Uffe Kjærulff

Keyword(s):

Bayesian Networks ◽

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Hierarchical Junction Trees: Conditional Independence Preservation and Forecasting in Dynamic Bayesian Networks with Heterogeneous Evolution

Advances in Bayesian Networks - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-39879-0_4 ◽

2004 ◽

pp. 57-75 ◽

Author(s):

Roberto O. Puch ◽

Jim Q. Smith ◽

Concha Bielza

Keyword(s):

Bayesian Networks ◽

Conditional Independence ◽

Dynamic Bayesian Networks ◽

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Junction trees construction: Application to Bayesian networks

10.1063/1.5064936 ◽

2018 ◽

Author(s):

L. Smail

Keyword(s):

Bayesian Networks ◽

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Hierarchical Junction Trees as the Secondary Structure for Inference in Bayesian Networks

Eighth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD 2007) ◽

10.1109/snpd.2007.461 ◽

2007 ◽

Author(s):

Dan Wu ◽

Libing Wu

Keyword(s):

Secondary Structure ◽

Bayesian Networks ◽

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Junction trees constructions in Bayesian networks

Journal of Physics Conference Series ◽

10.1088/1742-6596/893/1/012056 ◽

2017 ◽

Vol 893 ◽

pp. 012056 ◽

Author(s):

Linda Smail

Keyword(s):

Bayesian Networks ◽

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Using junction trees for structural learning of Bayesian networks

Journal of Systems Engineering and Electronics ◽

10.1109/jsee.2012.00036 ◽

2012 ◽

Vol 23 (2) ◽

pp. 286-292 ◽

Author(s):

Mingmin Zhu ◽

Sanyang Liu ◽

Youlong Yang ◽

Kui Liu

Keyword(s):

Bayesian Networks ◽

Structural Learning ◽

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Investigating Nonlinearities With Bayesian Networks

PsycEXTRA Dataset ◽

10.1037/e340982004-001 ◽

2003 ◽

Author(s):

Petri Nokelainen

Keyword(s):

Bayesian Networks

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ON THE UNIVERSALITY OF BAYESIAN NETWORKS IN THE CONTEXT OF DATA INDEPENDENCE

Философия науки ◽

10.15372/ps20170404 ◽

2017 ◽

Keyword(s):

Bayesian Networks ◽

Data Independence

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A complex mechanical system importance calculation method based on discrete-time Bayesian networks

Recent Developments on Reliability, Maintenance and Safety ◽

10.2495/qr2mse140401 ◽

2015 ◽

Author(s):

Y. K. Gu

Keyword(s):

Bayesian Networks ◽

Mechanical System ◽

Discrete Time ◽

Calculation Method ◽

Complex Mechanical System

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Faculty Opinions recommendation of A Bayesian networks approach for predicting protein-protein interactions from genomic data.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.1016965.201724 ◽

2004 ◽

Author(s):

Rolf Apweiler

Keyword(s):

Bayesian Networks ◽

Protein Interactions ◽

Genomic Data ◽

Protein Protein Interactions

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Faculty Opinions recommendation of Use of transcriptomic data to inform biophysical models via Bayesian networks.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.738632599.793578292 ◽

2020 ◽

Author(s):

Bertrand Muller

Keyword(s):

Bayesian Networks ◽

Transcriptomic Data ◽

Biophysical Models

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