Matematik til informatikfag
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Advanced Methodologies for Bayesian Networks
Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings
Udgivet af Springer International Publishing AG
ISBN
9783319283784
Om denne bog
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 Inte…
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Bogdetaljer
Forlag
Springer International Publishing AG
Kategori
Matematik til informatikfag
ISBN-13
9783319283784
EAN
9783319283784
Format
Hæftet
Sprog
Engelsk
sider
265
Undertitel
- Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings
Produktbeskrivelse
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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