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

By Joe Suzuki,Maomi Ueno

This quantity constitutes the refereed court cases 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 rigorously reviewed and chosen from quite a few submissions. In
the overseas Workshop on complicated Methodologies for Bayesian Networks
(AMBN), the researchers discover methodologies for reinforcing the effectiveness
of graphical types together with modeling, reasoning, version selection,
logic-probability family members, and causality. The exploration of methodologies is
complemented discussions of functional issues for employing graphical
models in actual international settings, masking matters like scalability, incremental
learning, parallelization, and so on.

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