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Advanced Methodologies for Bayesian Networks: Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings

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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), the 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.

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Detail Information

Series Title

Lecture Notes in Computer Science

Call Number

006.3 ADV a

Publisher

Cham, Switzerland : Springer., 2016

Collation

XVIII, 265

Language

English

ISBN/ISSN

978-3-319-28379-1

Classification

006.3

Content Type

text

Media Type

computer

Carrier Type

online resource

Edition

Ed. 1

Subject(s)

Artificial Intelligence
Computer and Information Systems Applications

Specific Detail Info

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Statement of Responsibility

Editor: Joe Suzuki, Maomi Ueno

Other Information

Cataloger

umi

Source

https://link.springer.com/content/pdf/10.1007/978-3-319-28379-1.pdf?pdf=button

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