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Data classification...
Data classification with support vector machine and generalized support vector machine
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- Qi, Xiaomin, 1987- (author)
- Mälardalens högskola,Utbildningsvetenskap och Matematik,MAM
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- Silvestrov, Sergei, 1970- (author)
- Mälardalens högskola,Utbildningsvetenskap och Matematik,MAM
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- Nazir, Talat, 1982- (author)
- Department of Mathematics, COMSATS Institute of Information Technology
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(creator_code:org_t)
- Author(s), 2017
- 2017
- English.
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In: AIP Conference Proceedings, Volume 1798. - : Author(s). - 9780735414648 ; , s. 020126-1-020126-9
- Related links:
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http://aip.scitation...
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Abstract
Subject headings
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- In the paper, we study the theory of support vector machine and the using for linear and nonlinear classification of data. And we also used the notion of generalized support vector machine for data classifications. We show that the problem of generalized support vector machine is equivalent to the problem of generalized variational inequality and establish various results for the existence of solutions.
Subject headings
- NATURVETENSKAP -- Matematik -- Beräkningsmatematik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Computational Mathematics (hsv//eng)
Keyword
- Mathematics/Applied Mathematics
- matematik/tillämpad matematik
Publication and Content Type
- ref (subject category)
- kon (subject category)
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