This book is 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 treatment of exact algorithms covers the main inference ...
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This book is 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 treatment of exact algorithms covers the main inference paradigms based on elimination and conditioning and includes advanced methods for compiling Bayesian networks, time-space tradeoffs, and exploiting local structure of massively connected networks. The treatment of approximate algorithms covers the main inference paradigms based on sampling and optimization and includes influential algorithms such as importance sampling, MCMC, and belief propagation. 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.
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Add this copy of Modeling and Reasoning With Bayesian Networks to cart. $33.60, good condition, Sold by Goodwill Southern California rated 4.0 out of 5 stars, ships from Los Angeles, CA, UNITED STATES, published 2009 by Cambridge University Press.
Add this copy of Modeling and Reasoning With Bayesian Networks to cart. $33.65, good condition, Sold by HPB-Red rated 5.0 out of 5 stars, ships from Dallas, TX, UNITED STATES, published 2009 by Cambridge University Press.
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Add this copy of Modeling and Reasoning With Bayesian Networks to cart. $35.72, very good condition, Sold by BooksRun rated 4.0 out of 5 stars, ships from Philadelphia, PA, UNITED STATES, published 2009 by Cambridge University Press.
Add this copy of Modeling and Reasoning With Bayesian Networks to cart. $44.99, good condition, Sold by HPB-Red rated 5.0 out of 5 stars, ships from Dallas, TX, UNITED STATES, published 2014 by Cambridge University Press.
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Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority!
Add this copy of Modeling and Reasoning With Bayesian Networks to cart. $44.99, fair condition, Sold by Friends Tucson rated 5.0 out of 5 stars, ships from Tucson, AZ, UNITED STATES, published 2014 by Cambridge University Press.
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Paperback. NOT Ex-library. Acceptable/fair. Edgewear and bumping. Scratched and rubbed. Clean pages and tight binding. Page edges soiled. Proceeds benefit the Pima County Public Library system, which serves Tucson and southern Arizona. Until further notice, USPS Priority Mail only reliable option for Hawaii.
Add this copy of Modeling and Reasoning With Bayesian Networks to cart. $50.83, like new condition, Sold by Prior Books rated 5.0 out of 5 stars, ships from Cheltenham, GLOUCESTERSHIRE, UNITED KINGDOM, published 2014 by Cambridge University Press.
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Like New. Size: 7x1x10; A nearly new copy, just a few light creases to the covers, hence a 'damaged' stamp to one of the preliminary pages. Despite such this book looks and feels unread with contents that are crisp, fresh and tight. Thus a very nice book in great condition, now offered for sale at a reasonable price.
Add this copy of Modeling and Reasoning With Bayesian Networks to cart. $60.47, like new condition, Sold by Prior Books rated 5.0 out of 5 stars, ships from Cheltenham, GLOUCESTERSHIRE, UNITED KINGDOM, published 2009 by Cambridge University Press.
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Like New. Size: 7x1x10; A firm, square and tight hardback with strong joints, just showing a few very minor hardly noticeable bumps and some mild cosmetic wear. Hence a non-text page is stamped 'damaged'. Despite such this book is actually in nearly new condition. Thus the contents are crisp, fresh and clean with no pen-marks. Not from a library so no such stamps or labels. Now offered for sale at a very reasonable price.
Add this copy of Modeling and Reasoning with Bayesian Networks to cart. $64.53, new condition, Sold by GreatBookPrices rated 4.0 out of 5 stars, ships from Columbia, MD, UNITED STATES, published 2014 by Cambridge University Press.
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New. Trade paperback (US). Contains: Line drawings, Halftones, Tables, Unspecified. 246 b/w illus. 64 tables 342 exercises. Intended for professional and scholarly audience. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Add this copy of Modeling and Reasoning with Bayesian Networks to cart. $64.54, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2014 by Cambridge University Press.
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New. Trade paperback (US). 562 p. Worked examples or Exercises; 64 Tables, unspecified; 10 Halftones, unspecified; 236 Line drawings, unspecified. Intended for professional and scholarly audience.
