{"product_id":"the-top-ten-algorithms-in-data-mining-9781420089646","title":"The Top Ten Algorithms in Data Mining","description":"\u003cp\u003e • Author(s): Xindong Wu | Vipin Kumar\u003cbr\u003e • Publisher: CRC Press\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Data Science - Data Analytics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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","brand":"CRC Press","offers":[{"title":"Hardcover","offer_id":46883639951511,"sku":"9781420089646","price":14296.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781420089646.webp?v=1770240227","url":"https:\/\/atlanticbooks.com\/products\/the-top-ten-algorithms-in-data-mining-9781420089646","provider":"Atlantic Books","version":"1.0","type":"link"}