{"product_id":"the-top-ten-algorithms-in-xindong-wu-9781420089646","title":"The Top Ten Algorithms in Data Mining","description":"\u003cp\u003eIdentifying some of the most influential algorithms that are widely used in the data mining community, \u003cstrong\u003eThe Top Ten Algorithms in Data Mining\u003c\/strong\u003e provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is written by either the original authors of the algorithm or world-class researchers who have extensively studied the respective algorithm.\u003c\/p\u003e\u003cp\u003eThe book concentrates on the following important algorithms: C4.5, \u003cem\u003ek\u003c\/em\u003e-Means, SVM, Apriori, EM, PageRank, AdaBoost, \u003cem\u003ek\u003c\/em\u003eNN, Naive Bayes, and CART. Examples illustrate how each algorithm works and highlight its overall performance in a real-world application. The text covers key topics--including classification, clustering, statistical learning, association analysis, and link mining--in data mining research and development as well as in data mining, machine learning, and artificial intelligence courses. \u003c\/p\u003e\u003cp\u003eBy naming the leading algorithms in this field, this book encourages the use of data mining techniques in a broader realm of real-world applications. It should inspire more data mining researchers to further explore the impact and novel research issues of these algorithms. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Xindong Wu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1420089641\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781420089646\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/01\/2009\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 230\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.95lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.30h x 6.40w x 0.70d\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eScitech Book News\u003c\/i\u003e 09\/01\/2009 pg. 30","brand":"Xindong Wu","offers":[{"title":"Hardcover","offer_id":48112774185215,"sku":"9781420089646","price":130.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_07204239-ad62-4e45-aac6-96f5c1728f57.jpg?v=1769610845","url":"https:\/\/www.whiterainbookhouse.com\/products\/the-top-ten-algorithms-in-xindong-wu-9781420089646","provider":"WR Book House","version":"1.0","type":"link"}