{"product_id":"advances-in-bayesian-networks-jos-a-g-mez-9783642058851","title":"Advances in Bayesian Networks","description":"\u003cp\u003eIn recent years probabilistic graphical models, especially Bayesian networks and decision graphs, have experienced significant theoretical development within areas such as artificial intelligence and statistics. This carefully edited monograph is a compendium of the most recent advances in the area of probabilistic graphical models such as decision graphs, learning from data and inference. It presents a survey of the state of the art of specific topics of recent interest of Bayesian Networks, including approximate propagation, abductive inferences, decision graphs, and applications of influence. In addition, \u003cstrong\u003eAdvances in Bayesian Networks\u003c\/strong\u003e presents a careful selection of applications of probabilistic graphical models to various fields such as speech recognition, meteorology or information retrieval.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e José a. Gámez\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 364205885X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783642058851\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/15\/2010\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 328\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.06lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.72d","brand":"José a. Gámez","offers":[{"title":"Paperback","offer_id":44756800831743,"sku":"9783642058851","price":109.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_7fe5a2fa-f52a-42d2-b63b-75f8c2083b12.jpg?v=1706593871","url":"https:\/\/www.whiterainbookhouse.com\/products\/advances-in-bayesian-networks-jos-a-g-mez-9783642058851","provider":"WR Book House","version":"1.0","type":"link"}