Predictive Model Markup Language (PMML) Representation of Bayesian Networks: An Application in Manufacturing

Bayesian networks (BNs) represent a promising approach for the aggregation of multiple uncertainty sources in manufacturing networks and other engineering systems for the purposes of uncertainty quantification, risk analysis, and quality control. A standardized representation for BN models will aid...

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Vydáno v:Smart Sustain Manuf Syst
Hlavní autoři: Nannapaneni, Saideep, Narayanan, Anantha, Ak, Ronay, Lechevalier, David, Sexton, Rachael, Mahadevan, Sankaran, Lee, Yung-Tsun Tina
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6604043/
https://ncbi.nlm.nih.gov/pubmed/31276104
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1520/SSMS20180018
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