Bayesian Networks and Decision Graphs

Bayesian Networks and Decision Graphs
 Paperback
Print on Demand | Lieferzeit: Lieferbar innerhalb von 3-5 Werktagen I

85,58 €* Paperback

Alle Preise inkl. MwSt. | Versandkostenfrei
Artikel-Nr:
9781441923943
Veröffentl:
2010
Einband:
Paperback
Erscheinungsdatum:
23.11.2010
Seiten:
464
Autor:
Finn Verner Jensen
Gewicht:
698 g
Format:
235x155x24 mm
Serie:
Information Science and Statistics
Sprache:
Englisch
Beschreibung:

This is a brand 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. The reader is guided through the two types of frameworks with examples and exercises, which also give instruction on how to build these models. Structured in two parts, the first section focuses on probabilistic graphical models, while the second part deals with decision graphs, and in addition to the frameworks described in the previous edition, it also introduces Markov decision process and partially ordered decision problems.

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.
Causal and Bayesian Networks * Part I: A Practical Guide to Normative Systems: Building Models * Learning, Adaptation, and Tuning * Decision Graphs * Part II: Algorithms for Normative Systems: Belief Updating in Bayesian Networks * Bayesian Network Analysis Tools * Algorithms for Influence Diagrams

Kunden Rezensionen

Zu diesem Artikel ist noch keine Rezension vorhanden.
Helfen sie anderen Besuchern und verfassen Sie selbst eine Rezension.