{"product_id":"support-vector-machines-and-their-yizeng-liang-9781439821275","title":"Support Vector Machines and Their Application in Chemistry and Biotechnology","description":"\u003cp\u003ePresenting a clear bridge between theory and application, this volume provides a thorough description of the mechanism of support vector machines (SVMs) from the point of view of chemists and biologists. Topics discussed include elements and algorithms of support vector classification (SVC) machines and support vector regression machines (SVR), the kernel function for solving nonlinear problems, ensemble learning of SVMs, applications of SVMs to near-infrared data, SVMs and quantitative structure-activity\/property relationships (QSAR\/QSPR), quality control of traditional Chinese medicine by means of the chromatography fingerprint technique, and the use of SVMS in exploring the biological data produced in OMICS study.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Yizeng Liang,Qing-Song Xu,Hong-Dong Li\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1439821275\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781439821275\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\/09\/2011\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 212\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.00lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.20h x 6.10w x 0.60d\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eReference and Research Bk News\u003c\/i\u003e 08\/01\/2011 pg. 194","brand":"Yizeng Liang","offers":[{"title":"Hardcover","offer_id":48622228340991,"sku":"9781439821275","price":200.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_9ff4dd0d-39f0-4fbd-9999-df6c0e74a218.jpg?v=1780428711","url":"https:\/\/www.whiterainbookhouse.com\/products\/support-vector-machines-and-their-yizeng-liang-9781439821275","provider":"WR Book House","version":"1.0","type":"link"}