Description: Advanced Methodologies for Bayesian Networks : Second International Workshop, Ambn 2015, Yokohama, Japan, November 16-18, 2015. Proceedings, Paperback by Suzuki, Joe (EDT); Ueno, Maomi (EDT), ISBN 3319283782, ISBN-13 9783319283784, Like New Used, Free shipping in the US 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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Book Title: Advanced Methodologies for Bayesian Networks : Second Internation
Number of Pages: Xviii, 265 Pages
Language: English
Publication Name: Advanced Methodologies for Bayesian Networks : Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings
Publisher: Springer International Publishing A&G
Publication Year: 2016
Subject: Programming / Algorithms, Mathematical & Statistical Software, Intelligence (Ai) & Semantics, Probability & Statistics / Bayesian Analysis
Item Weight: 152.9 Oz
Type: Textbook
Subject Area: Computers, Mathematics
Author: Maomi Ueno
Item Length: 9.3 in
Series: Lecture Notes in Computer Science Ser.
Item Width: 6.1 in
Format: Trade Paperback
