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Bayesian Networks - An Introduction

Name: Bayesian Networks - An Introduction
Brand: John Wiley & Sons Inc
SKU: 04084648
Price: 99.89 EUR
Availability: InStock
Author: Noble
ISBN: 9780470743041

Noble

Lingua

Inglese

Libro Rigido

Codice Libristo: 04084648

Casa editrice John Wiley & Sons Inc, settembre 2009

Bayesian networks have found application in a number of fields, including risk analysis, consumer he... Descrizione completa

Codice Libristo: 04084648

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Bayesian networks have found application in a number of fields, including risk analysis, consumer help desks, tissue pathology, pattern recognition, credit assessment, computer network diagnosis, and artificial intelligence. Bayesian Networks is a self-contained introduction to the theory and applications of Bayesian networks. It introduces Bayesian networks, the Dirichlet distribution, exponential families and their applications and discusses graphical models, a topic with applications in the engineering and computer sciences. All concepts are clearly defined, illustrated with examples. An essential reference for postgraduate students of statistics, computer engineering and mathematics, data mining, artificial intelligence, computing and biology.