Advanced Methodologies for Bayesian Networks: Second by Joe Suzuki,Maomi Ueno

By Joe Suzuki,Maomi Ueno

This quantity constitutes the refereed lawsuits of the
Second overseas 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 a variety of submissions. In
the foreign Workshop on complicated Methodologies for Bayesian Networks
(AMBN), the researchers discover methodologies for reinforcing the effectiveness
of graphical versions together with modeling, reasoning, version selection,
logic-probability relatives, and causality. The exploration of methodologies is
complemented discussions of useful issues for employing graphical
models in genuine international settings, protecting issues like scalability, incremental
learning, parallelization, and so on.

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