{"product_id":"pattern-recognition-algorithms-for-data-sankar-k-pal-9781584884576","title":"Pattern Recognition Algorithms for Data Mining","description":"This valuable text addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering\/classification, and rule generation and evaluation. Organized into eight chapters, the book begins by introducing PR, data mining, and knowledge discovery concepts. The authors proceed to analyze the tasks of multi-scale data condensation and dimensionality reduction. Then they explore the problem of learning with support vector machine (SVM), and conclude by highlighting the significance of granular computing for different mining tasks in a soft paradigm.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sankar K. Pal,Pabitra Mitra\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1584884576\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781584884576\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/27\/2004\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 274\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.16lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.46h x 6.46w x 0.81d","brand":"Sankar K. Pal","offers":[{"title":"Hardcover","offer_id":48088592318719,"sku":"9781584884576","price":180.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ed2266c8-0bb6-4eb6-9d14-bbf053d059d1.jpg?v=1769105627","url":"https:\/\/www.whiterainbookhouse.com\/products\/pattern-recognition-algorithms-for-data-sankar-k-pal-9781584884576","provider":"WR Book House","version":"1.0","type":"link"}