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

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 method ologies iscomplemented discussions of practical considerations for applying graphicalmodels in real world settings covering concerns like scalability incrementallearning parallelization and so on.