Książka Bayesian Networks - An Introduction Noble

Bayesian Networks - An Introduction

Autor: Noble
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 14-20 dni
393.41
Bayesian networks have found application in a number of fields, including risk analysis, consumer he...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2009
strony
366
EAN
9780470743041
ISBN
0470743042
Enbook ID
04084648
Waga
788
Wymiary
176 x 253 x 26

Pełny opis

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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