A generalized Gilbert's algorithm for approximating general SVM classifiers

Author:

Liu Zhenbing,Liu JianGuo,Chen Zhong

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference19 articles.

1. K.P. Bennett, E.J. Bredensteiner, Duality and Geometry in SVM classifiers, in: Proceedings of the 17th International Conference on Machine Learning, San Mateo, CA, 2000, pp. 57–64.

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3. M.P.S. Brown, W.N. Grundy, D. Lin, N. Cristianini, C.W. Sugnet, T.S. Furey, M. Ares Jr., D. Haussler, Knowledge-based analysis of microarray gene expression data by using support vector machines, Proc. Natl. Acad. Sci. USA 97 (2000) 262–267.

4. Support vector networks;Cortes;Mach. Learn.,1995

5. A geometric interpretation of ν- SVM classifiers;Crisp;Adv. Neural Inform. Process. Syst. (NIPS),1999

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