Name: Bayesian Networks Handbook (en Inglés)
Price: 81.25 USD
Availability: InStock
Author: Clanrye International
ISBN: 9781632400758

portada Bayesian Networks Handbook (en Inglés)

Formato

Libro Físico

Editorial

Clanrye International

Autor

Clanrye International

Año

2015

Idioma

Inglés

N° páginas

126

Encuadernación

Tapa Dura

ISBN13

9781632400758

Categorías

Inteligencia artificial

Bayesian Networks Handbook (en Inglés)

Clanrye International (Autor) · Clanrye International · Tapa Dura

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Reseña del libro "Bayesian Networks Handbook (en Inglés)"

A Bayesian network is also known as a Bayes network, belief network or causal probabilistic network. Bayesian belief networks are effective tools to incorporate different information sources with varying levels of uncertainty in a mathematically secure and calculatively effective way. A Bayesian network is a graphical model that ciphers probabilistic relationships among variables of interest. This graphical paradigm has a few significant advantages: firstly, due to the dependencies among all the variables, missing nodes data is also compensated; secondly, belief network sets up the simple relationships and it is easier to identify problematic areas and consequences; thirdly, it has both casual and probabilistic semantics; and lastly, this method along with statistical method provides efficient and balanced approach to avoid over fitting of data. This book analytically and comprehensively describes various aspects of Bayesian networks which will be of great help to students, researchers and professionals in various fields which utilize applications of this model system.