{"product_id":"design-and-implementation-of-data-bhavani-thuraisingham-9781420045901","title":"Design and Implementation of Data Mining Tools","description":"\u003cp\u003eFocusing on three applications of data mining, \u003cstrong\u003eDesign and Implementation of Data Mining Tools \u003c\/strong\u003eexplains how to create and employ systems and tools for intrusion detection, Web page surfing prediction, and image classification. Mainly based on the authors' own research work, the book takes a practical approach to the subject.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe first part of the book reviews data mining techniques, such as artificial neural networks and support vector machines, as well as data mining applications. The second section covers the design and implementation of data mining tools for intrusion detection. It examines various designs and performance results, along with the strengths and weaknesses of the approaches. The third part presents techniques to solve the WWW prediction problem. The final part describes models that the authors have developed for image classification. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eShowing step by step how data mining tools are developed, this hands-on guide discusses the performance results, limitations, and unique contributions of data mining systems. It provides essential information for technologists to decide on the tools to select for a particular application, for developers to focus on alternative designs if an approach is unsuitable, and for managers to choose whether to proceed with a data mining project.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Bhavani Thuraisingham,Latifur Khan,Mamoun Awad\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1420045903\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781420045901\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Auerbach Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/01\/2009\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 274\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.35lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.30h x 6.20w x 0.90d\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eScitech Book News\u003c\/i\u003e 09\/01\/2009 pg. 27","brand":"Bhavani Thuraisingham","offers":[{"title":"Hardcover","offer_id":48088196120831,"sku":"9781420045901","price":130.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_828eb0cf-eaae-4caf-97f7-bc3560fecfb3.jpg?v=1769103589","url":"https:\/\/www.whiterainbookhouse.com\/products\/design-and-implementation-of-data-bhavani-thuraisingham-9781420045901","provider":"WR Book House","version":"1.0","type":"link"}