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Bayesian Networks and Decision Graphs (Hardcover, 2nd ed. 2007) Loot Price: R3,352
Discovery Miles 33 520
Bayesian Networks and Decision Graphs (Hardcover, 2nd ed. 2007): Thomas Dyhre Nielsen, Finn Verner Jensen

Bayesian Networks and Decision Graphs (Hardcover, 2nd ed. 2007)

Thomas Dyhre Nielsen, Finn Verner Jensen

Series: Information Science and Statistics

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Loot Price R3,352 Discovery Miles 33 520 | Repayment Terms: R314 pm x 12*

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This is a brand new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models including Bayesian networks and influence diagrams. The reader is guided through the two types of frameworks with examples and exercises, which also give instruction on how to build these models. Structured in two parts, the first section focuses on probabilistic graphical models, while the second part deals with decision graphs, and in addition to the frameworks described in the previous edition, it also introduces Markov decision process and partially ordered decision problems.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: Information Science and Statistics
Release date: June 2007
First published: 2007
Authors: Thomas Dyhre Nielsen • Finn Verner Jensen
Dimensions: 235 x 155 x 32mm (L x W x T)
Format: Hardcover
Pages: 448
Edition: 2nd ed. 2007
ISBN-13: 978-0-387-68281-5
Categories: Books > Science & Mathematics > Biology, life sciences > Botany & plant sciences > General
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks
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LSN: 0-387-68281-3
Barcode: 9780387682815

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