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Approximation Methods for Efficient Learning of Bayesian Networks.

This publication offers and investigates efficient Monte Carlo simulation methods in order to realize a Bayesian approach to approximate learning of Bayesian networks from both complete and incomplete data. For large amounts of incomplete data when Monte Carlo methods are inefficient, approximations...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Riggelsen, C.
Formato: eBook
Idioma:Inglés
Publicado: Amsterdam : IOS Press, 2008.
Colección:Frontiers in artificial intelligence and applications.
Temas:
Acceso en línea:Texto completo