Advances in Bayesian networks
By: José A. Gámez, Serafín Moral, Antonio Salmerón (eds.).
Series: Studies in fuzziness and soft computing -- volume 146; Studies in fuzziness and soft computing -- volume 146.
Published: 2010
Language: eng
Number of pages: 328
ISBN-13: 9783540398790; 9783642058851
Subjects: Bayesian statistical decision theory; Neural networks (Computer science); Data processing; Machine learning
Description: Includes the most recent advances in the area of probabilistic graphical models such as decision graphs, learning from data and inference. Presents specific topics such as approximate propagation, abductive inferences, decision graphs and applications of influence -- Back cover.
Notes: Includes bibliographical references.

Print version record.
Table of contents: title: Foundations; title: Propagation; title: Influence diagrams; title: Learning; title: Applications.