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Advanced Methodologies for Bayesian Networks

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

Advanced Methodologies for Bayesian Networks

- Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings
Engelsk Paperback
Tjek vores konkurrenters priser

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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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.


Produktdetaljer
Sprog: Engelsk
Sider: 265
ISBN-13: 9783319283784
Indbinding: Paperback
Udgave:
ISBN-10: 3319283782
Udg. Dato: 25 feb 2016
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer International Publishing AG
Oplagsdato: 25 feb 2016
Forfatter(e):
Forfatter(e)


Kategori Matematik til informatikfag


ISBN-13 9783319283784


Sprog Engelsk


Indbinding Paperback


Sider 265


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 25 feb 2016


Oplagsdato 25 feb 2016


Forlag Springer International Publishing AG

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