Advanced Methodologies for Bayesian Networks

Released on by Joe Suzuki
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  • Advanced Methodologies for Bayesian Networks Book Detail

  • Author : Joe Suzuki
  • Release Date : 2016-01-07
  • Publisher : Springer
  • Genre : Computers
  • Pages : 281
  • ISBN 13 : 3319283790
  • File Size : 88,88 MB
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Advanced Methodologies for Bayesian Networks by Joe Suzuki PDF Summary

Book Description: This volume constitutes the refereed proceedings of the Second 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 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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Learning Bayesian Networks

Learning Bayesian Networks

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In this first edition book, methods are discussed for doing inference in Bayesian networks and inference diagrams. Hundreds of examples and problems allow reade