Advances in Probabilistics Graphical Models: 213 - Rilegato

Libro 36 di 183: Studies in Fuzziness and Soft Computing
 
9783540689942: Advances in Probabilistics Graphical Models: 213
Rilegato
ISBN 10: 354068994X ISBN 13: 9783540689942
Casa editrice: Springer Nature, 2007

Sinossi

This book brings together important topics of current research in probabilistic graphical modeling, learning from data and probabilistic inference. Coverage includes such topics as the characterization of conditional independence, the learning of graphical models with latent variables, and extensions to the influence diagram formalism as well as important application fields, such as the control of vehicles, bioinformatics and medicine.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

In recent years considerable progress has been made in the area of probabilistic graphical models, in particular Bayesian networks and influence diagrams. Probabilistic graphical models have become mainstream in the area of uncertainty in artificial intelligence;
contributions to the area are coming from computer science, mathematics, statistics and engineering.

This carefully edited book brings together in one volume some of the most important topics of current research in probabilistic graphical modelling, learning from data and probabilistic inference. This includes topics such as the characterisation of conditional
independence, the sensitivity of the underlying probability distribution of a Bayesian network to variation in its parameters, the learning of graphical models with latent variables and extensions to the influence diagram formalism.  In addition, attention is given to important application fields of probabilistic graphical models, such as the control of vehicles, bioinformatics and medicine.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer Nature
Data di pubblicazione
2007
Lingua
Inglese
ISBN 10 
354068994X
ISBN 13 
9783540689942
Rilegatura
Copertina rigida
Numero di pagine
396
Redattore
Lucas Peter, Gamez Jose A., Salmeron Antonio
Contatto del produttore
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Germania

Altre edizioni note dello stesso titolo

9783642088544: Advances in Probabilistic Graphical Models: 213

Edizione in evidenza

ISBN 10:  3642088546 ISBN 13:  9783642088544
Casa editrice: Springer, 2010
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