A novel and quick SVM-based multi-class classifier

DOI10.1016/j.patcog.2006.05.034zbMath1102.68629OpenAlexW2034415234MaRDI QIDQ2507100

Liping Cao, Yiguang Liu, Zhisheng You

Publication date: 10 October 2006

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2006.05.034

zbMATH Keywords

objective functionSVMmulti-class classifierSVM\(^{\mathrm{light}}\) approach

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (3)

Classification using distances from samples to linear manifolds ⋮ Classification by nearness in complementary subspaces ⋮ Geometrically local embedding in manifolds for dimension reduction

Uses Software

• SVMlight

Cites Work

• Unnamed Item
• Multicategory classification by support vector machines
• A method to make multiple hypotheses with high cumulative recognition rate using SVMs.
• Multiclass LS-SVMs: Moderated outputs and coding-decoding schemes
• Mean field method for the support vector machine regression
• Unified dual for bi-class SVM approaches
• Multicategory Support Vector Machines

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