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Benefits of Bayesian Network Models - Tapa blanda

Weber, Philippe; Simon, Christophe

 
9781848219922: Benefits of Bayesian Network Models
Tapa blanda
ISBN 10: 184821992X ISBN 13: 9781848219922
Editorial: Wiley-ISTE, 2016

Sinopsis

The application of Bayesian Networks (BN) or Dynamic Bayesian Networks (DBN) in dependability and risk analysis is a recent development. A large number of scientific publications show the interest in the applications of BN in this field.

Unfortunately, this modeling formalism is not fully accepted in the industry. The questions facing today's engineers are focused on the validity of BN models and the resulting estimates. Indeed, a BN model is not based on a specific semantic in dependability but offers a general formalism for modeling problems under uncertainty.

This book explains the principles of knowledge structuration to ensure a valid BN and DBN model and illustrate the flexibility and efficiency of these representations in dependability, risk analysis and control of multi-state systems and dynamic systems.

Across five chapters, the authors present several modeling methods and industrial applications are referenced for illustration in real industrial contexts.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Philippe Weber is Professor at the Engineer School of Sciences and Technologies at the University of Lorraine and at the Research Centre for Automatic Control in Nancy, France. His research concerns dependability and is mainly focused on probabilistic graphical models.

Christophe Simon is Associate Professor at the Research Centre for Automatic Control in Nancy, France. His research concerns dependability and is mainly focused on modeling engineering and uncertainties.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Wiley-ISTE
Año de publicación
2016
Idioma
Inglés
ISBN 10 
184821992X
ISBN 13 
9781848219922
Encuadernación
Tapa blanda
Número de páginas
146
Contacto del fabricante
no disponible
Persona responsable
no disponible