2009 HC Modeling and Reasoning with Bayesian Networks by Adnan Darwiche

Adnan Darwiche

ISBN 10: 0521884381 / ISBN 13: 9780521884389

Published by Cambridge University Press, 2009

About this Item

Pages are crisp and clean, no marking. Cover is verygood. Binding is tight/good.

Seller Inventory # uc-bs10

Bibliographic Details

• Title: 2009 HC Modeling and Reasoning with Bayesian Networks by Adnan Darwiche
• Publisher: Cambridge University Press
• Publication Date: 2009
• Language: English
• ISBN 10: 0521884381
• ISBN 13: 9780521884389
• Binding: hardcover
• Condition: Very Good

About this title

Synopsis

This book provides a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of techniques for building Bayesian networks that model real-world situations, including techniques for synthesizing models from design, learning models from data, and debugging models using sensitivity analysis. It also treats exact and approximate inference algorithms at both theoretical and practical levels. The author assumes very little background on the covered subjects, supplying in-depth discussions for theoretically inclined readers and enough practical details to provide an algorithmic cookbook for the system developer.

About the Author

Adnan Darwiche is a Professor in the Department of Computer Science at the University of California, Los Angeles.