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Book synopsis

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.§

Book details

Book category Books in English Computing & information technology Computer science Mathematical theory of computation

• Full title: Advanced Methodologies for Bayesian Networks
• Subtitle: Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings
• Author: Joe Suzuki, Maomi Ueno
• Language: English
• Binding: Paperback
• Number of pages: 265
• EAN: 9783319283784
• ISBN: 3319283782
• ID: 02862471
• Publisher: Springer International Publishing AG
• Weight: 4336 g
• Dimensions: 235 × 155 × 235 mm
• Date of publishing: 15. February 2016

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