This is a new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models including Bayesian networks and influence diagrams. It presents a thorough introduction to state-of-the-art solution and analysis algorithms.The book is a new edition of Bayesian Networks and Decision Graphs by Finn V. Jensen. The new edition is structured into two parts. The first part focuses on probabilistic graphical models.
|Title||:||Bayesian Networks and Decision Graphs|
|Author||:||FINN VERNER JENSEN, Thomas Dyhre Nielsen|
|Publisher||:||Springer Science & Business Media - 2007-06-06|