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Applications of Support Vector Machines for Pattern Recognition: A Survey

by: Hyeran Byun, Seong-Whan Lee

edited by: Seong-Whan Lee, Alessandro Verri

In Pattern Recognition with Support Vector Machines, Vol. 2388 (25 July 2002), pp. 213-236, doi:10.1007/3-540-45665-1_17  Key: citeulike:6694574

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Abstract

In this paper, we present a comprehensive survey on applications of Support Vector Machines (SVMs) for pattern recognition. Since SVMs show good generalization performance on many real-life data and the approach is properly motivated theoretically, it has been applied to wide range of applications. This paper describes a brief introduction of SVMs and summarizes its numerous applications.


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