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Optimal reduction of solutions for support vector machines

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Publication:833118
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DOI10.1016/j.amc.2009.04.010zbMath1179.68123OpenAlexW2011746630MaRDI QIDQ833118

Hwei-Jen Lin, Jih Pin Yeh

Publication date: 12 August 2009

Published in: Applied Mathematics and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.amc.2009.04.010


zbMATH Keywords

discriminant functionpattern recognitiongenetic algorithmsoptimal solutionsupport vector machinevector correlation


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)


Related Items

New Hermite orthogonal polynomial kernel and combined kernels in support vector machine classifier



Cites Work

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  • Adaptive simplification of solution for support vector machine
  • Handwritten digit recognition: Benchmarking of state-of-the-art techniques.
  • Support-vector networks
  • 10.1162/15324430260185637
  • Optimal Reduced-Set Vectors for Support Vector Machines with a Quadratic Kernel
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