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CRC Press Bayesian Artificial Intelligence 2nd Edition Book

Amazon

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£133.59 £91.16 £100.42 £109.68 £118.93 £128.19 £137.45 28 July 2026 01 August 2026 05 August 2026 09 August 2026 14 August 2026
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Description

Bayesian Artificial Intelligence, Second Edition, from CRC Press provides a practical and accessible introduction to Bayesian networks. This updated and expanded volume covers the essential concepts, foundations, and applications of the field, focusing on Bayesian inference procedures and the causal discovery of networks. By adopting a causal interpretation of Bayesian networks, the authors provide a framework for effective causal modeling. This edition also uses applied research to demonstrate how this technology works in real-world scenarios. It is an essential resource for those studying mathematics and data analysis within the Chapman and Hall/CRC Computer Science and Data Analysis series.

Key Features

This second edition of Bayesian Artificial Intelligence is updated and expanded to cover modern concepts in the field.

The text focuses on both Bayesian inference procedures and the causal discovery of networks.

Authors use a causal interpretation of Bayesian networks to facilitate effective causal modeling.

New content includes a dedicated chapter on Bayesian network classifiers.

The book includes a new section on object-oriented approaches to the subject.

Applied research is used throughout the text to illustrate various technological applications.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
16 December 2010
Listed Since
02 April 2010

Barcode

No barcode data available

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