EAN: 9783319283784

ADVANCED METHODOLOGIES FOR BAYESIAN NETWORKS KA...

This volume constitutes the refereed proceedings of theSecond 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 abstractspresented were carefully reviewed and
selected from numerous submissions. Inthe International Workshop on Advanced Methodologies for
Bayesian Networks(AMBN)  the researchers explore methodologies for enhancing the
effectivenessof graphical models including modeling  reasoning  model selection
logic-probability relations  and causality. The exploration of methodologies iscomplemented
discussions of practical considerations for applying graphicalmodels in real world settings 
covering concerns like scalability  incrementallearning  parallelization  and so on.

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