Bayesian Networks and Decision Graphs
Nielsen, Thomas Dyhre / Verner Jensen, Finn![Bayesian Networks and Decision Graphs](https://support.digitalhusky.com/media/annotations/sorted/276/2763084/CHSBZCOP032763084.jpg)
Probabilistic graphical models and decision graphs are powerful modeling tools for reasoning and decision making under uncertainty. As modeling languages they allow a natural specification of problem domains with inherent uncertainty, and from a computational perspective they support efficient algorithms for automatic construction and query answering. This includes belief updating, finding the most probable explanation for the observed evidenc...