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Advanced Methodologies for Bayesian Networks

Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings

Language EnglishEnglish
Book Paperback
Book Advanced Methodologies for Bayesian Networks Joe Suzuki
Libristo code: 02862471
Publishers Springer International Publishing AG, February 2016
This volume constitutes the refereed proceedings of the Second International Workshop on Advanced Me... Full description
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This volume constitutes the refereed proceedings of the Second International Workshop on Advanced Methodologies for Bayesian Networks, AMBN 2015, held in November 2015. The 18 revised full papers and 6 invited abstracts presented were carefully reviewed and selected from numerous submissions. In the International Workshop on Advanced Methodologies for Bayesian Networks (AMBN), the researchers explore methodologies for enhancing the effectiveness of graphical models including modeling, reasoning, model selection, logic-probability relations, and causality. The exploration of methodologies is complemented discussions of practical considerations for applying graphical models in real world settings, covering concerns like scalability, incremental learning, parallelization, and so on.§

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