By Joe Suzuki,Maomi Ueno

ISBN-10: 3319283782

ISBN-13: 9783319283784

This quantity constitutes the refereed complaints of the
Second foreign Workshop on complicated Methodologies for Bayesian Networks,
AMBN 2015, held in Yokohama, Japan, in November 2015.

The 18 revised complete papers and six invited abstracts
presented have been conscientiously reviewed and chosen from quite a few submissions. In
the foreign Workshop on complex Methodologies for Bayesian Networks
(AMBN), the researchers discover methodologies for reinforcing the effectiveness
of graphical types together with modeling, reasoning, version selection,
logic-probability kin, and causality. The exploration of methodologies is
complemented discussions of functional issues for utilizing graphical
models in genuine global settings, overlaying matters like scalability, incremental
learning, parallelization, and so on.

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Advanced Methodologies for Bayesian Networks: Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings (Lecture Notes in Computer Science) by Joe Suzuki,Maomi Ueno


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