Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks (Information Science and Statistics) - Couverture souple

Cowell, Robert G.

Couverture souple

ISBN 10 : 0387718230 ISBN 13 : 9780387718231

Editeur : Springer, 2007

Synopsis

Probabilistic Networks and Expert Systems The work reviewed in this book represents the synthesis of two important developments in modelling of complex stochastic phenomena. The book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms. Full description

A propos du livre

Présentation de l'éditeur

Probabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms. The book will be of interest to researchers in both artificial intelligence and statistics, who desire an introduction to this fascinating and rapidly developing field. The book, winner of the DeGroot Prize 2002, the only book prize in the field of statistics, is new in paperback.

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2007
• ISBN 10: 0387718230
• ISBN 13: 9780387718231
• Reliure: Broché
• Langue: anglais
• Nombre de pages: 336