Advanced Methodologies For Bayesian Networks: Second International Workshop, Ambn 2015, Yokohama, Japan, November 16-18, 2015. Proceedings (Lecture Notes In Computer Science)
This volume constitutes the refereed proceedings of the Second International Workshop on Advanced Methodologies for Bayesian Networks, AMBN 2015, held in Yokohama, Japan, in November 2015.The 18 revised full papers and 6 invited abstracts presented were carefully reviewed and selected from numerous submissions. In the International Workshop on Advanced Methodologies for Bayesian Networks (AMBN), t...
Series: Lecture Notes in Computer Science (Book 9505)
Paperback: 265 pages
Publisher: Springer; 1st ed. 2015 edition (June 22, 2017)
Product Dimensions: 6.1 x 0.6 x 9.2 inches
Amazon Rank: 9613227
Format: PDF ePub djvu ebook
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e researchers explore methodologies for enhancing the effectiveness of graphical models including modeling, reasoning, model selection, logic-probability relations, and causality. The exploration of methodologies is complemented discussions of practical considerations for applying graphical models in real world settings, covering concerns like scalability, incremental learning, parallelization, and so on.