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A survey on pattern recognition applications of support vector machines
- Issue Date
- 5월-2003
- Publisher
- WORLD SCIENTIFIC PUBL CO PTE LTD
- Keywords
- Support Vector Machines; pattern recognition; face detection; face recognition; object recognition; handwritten character recognition; speech recognition
- Citation
- INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, v.17, no.3, pp.459 - 486
- Indexed
- SCIE
SCOPUS
- Volume
- 17
- Number
- 3
- Start Page
- 459
- End Page
- 486
- ISSN
- 0218-0014
- Abstract
- In this paper, we present a survey on pattern recognition applications of Support Vector Machines (SVMs). 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 various pattern recognition applications.
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Collections - Graduate School > Department of Artificial Intelligence > 1. Journal Articles
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