Support Vector Machines and Their Application in Chemistry and Biotechnology

支持矢量机及其化学和生物技术应用

生物工程

售   价:
1424.00
发货周期:预计5-7周发货
出  版 社
出版时间
2011年05月09日
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ISBN
9781439821275
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页      码
216
开      本
6-1/8x9-1/4
语      种
英文
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图书简介
Presenting 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.
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