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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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About the book

Full name Advanced Methodologies for Bayesian Networks
Author Joe Suzuki, Maomi Ueno
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 265
EAN 9783319283784
ISBN 3319283782
Libristo code 02862471
Publishers Springer International Publishing AG
Weight 4336
Dimensions 155 x 235 x 235

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Computing & Information Technology > Digital lifestyle > Internet guides & online services > Internet searching
Computing & Information Technology > Computer science > Mathematical theory of computation > Maths for computer scientists
Computing & Information Technology > Computer science > Human–computer interaction > User interface design & usability
Computing & Information Technology > Business applications > Mathematical & statistical software
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
Computing & Information Technology > Computer programming / software engineering > Database programming
Computing & Information Technology > Databases > Information retrieval
Computing & Information Technology > Computer science > Artificial intelligence
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