TY  - BOOK
AU  - Suzuki,Joe
AU  - Ueno,Maomi
ED  - SpringerLink (Online service)
TI  - Advanced Methodologies for Bayesian Networks: Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings 
T2  - Lecture Notes in Artificial Intelligence
SN  - 9783319283791
AV  - Q334-342 
PY  - 2015///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Artificial intelligence
KW  - Computer software
KW  - Computer science
KW  - Database management
KW  - Artificial Intelligence
KW  - Algorithm Analysis and Problem Complexity
KW  - Probability and Statistics in Computer Science
KW  - Computation by Abstract Devices
KW  - Database Management
KW  - Information Systems Applications (incl. Internet)
N1  - Effectiveness of graphical models including modeling. Reasoning, model selection -- Logic-probability relations -- Causality. Applying graphical models in real world settings -- Scalability -- Incremental learning.-Parallelization
N2  - 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 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
UR  - https://doi.org/10.1007/978-3-319-28379-1
ER  -