By Joe Suzuki,Maomi Ueno

This quantity constitutes the refereed complaints of the
Second foreign Workshop on complex 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 rigorously reviewed and chosen from a variety of 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 making use of graphical
models in genuine international settings, protecting issues like scalability, incremental
learning, parallelization, and so on.

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