Advanced Methodologies for Bayesian Networks Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings - Suzuki, Joe; Ueno, Maomi (Cham : Springer International Publishing, 2015)
Effectiveness of graphical models including modeling. Reasoning, model selection -- Logic-probability relations -- Causality. Applying graphical models in real world settings -- Scalability -- Incremental learning.-Parallelization.
Keywords: Computer science; Computers; Algorithms; Mathematical statistics; Database management; Artificial intelligence