{"product_id":"modeling-and-reasoning-with-bayesian-networks-9781107678422","title":"Modeling and Reasoning with Bayesian Networks","description":"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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Adnan Darwiche\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cambridge University Press\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/07\/2014\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 562\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.12lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 1.14d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781107678422\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e\u003ci\u003eDarwiche, Adnan:\u003c\/i\u003e\u003c\/b\u003e - Adnan Darwiche is a Professor in the Department of Computer Science at the University of California, Los Angeles.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Cambridge University Press","offers":[{"title":"Paperback","offer_id":40650022617203,"sku":"9.78111E+12","price":112.25,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/products\/img_643451bd-e6ab-421e-b98b-85f837c368fc.jpg?v=1672841857","url":"https:\/\/bookstorenmore.com\/products\/modeling-and-reasoning-with-bayesian-networks-9781107678422","provider":"Bookstore N More","version":"1.0","type":"link"}