Advanced Methodologies for Bayesian Networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings / [electronic resource] : edited by Joe Suzuki, Maomi Ueno. - 1st ed. 2015. - Cham : Springer International Publishing, 2015. - 1 online resource (XVIII, 265 p. 102 ill. in color.) - Lecture Notes in Computer Science, 9505 0302-9743 ; .

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

9783319283791


Computer science.
Computers.
Algorithms.
Mathematical statistics.
Database management.
Artificial intelligence.