Advanced Methodologies for Bayesian Networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Suzuki, Joe (Editor), Ueno, Maomi (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Edition: 1st ed. 2015.
• Series: Lecture Notes in Computer Science, 9505
• Subjects: Computer science.; Computers.; Algorithms.; Mathematical statistics.; Database management.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Algorithm Analysis and Problem Complexity.; Probability and Statistics in Computer Science.; Computation by Abstract Devices.; Database Management.; Information Systems Applications (incl. Internet).

This volume constitutes the refereed proceedings of the Second 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 abstracts presented were carefully reviewed and selected from numerous...

Table of Contents:

• Effectiveness of graphical models including modeling. Reasoning, model selection
• Logic-probability relations
• Causality. Applying graphical models in real world settings
• Scalability
• Incremental learning.-Parallelization.