Kniha Bayesian Networks - An Introduction Noble

Bayesian Networks - An Introduction

Autor: Noble
Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: John Wiley & Sons Inc
Dostupnosť: Skladom u dodávateľa
Odosielame za 14-20 dní
92.93
Bayesian networks have found application in a number of fields, including risk analysis, consumer he...

Informácie o knihe

Autor
Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2009
Stránok
366
EAN
9780470743041
ISBN
0470743042
Enbook ID
04084648
Hmotnosť
788
Rozmery
176 x 253 x 26

Kompletný popis

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.

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