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- W2892571874 abstract "B334 introducing the idea of optimal feature representation in kernel-based nonlinear representor (KNR), the traditional support vector machine (SVM) is improved in this manuscript to a new version called KNR-SVM. Firstly, the $boldsymbol{k}$ -means unsupervised method is adopted to cluster the input patterns to form $boldsymbol{k}$ -centers. Then, a mapping function, a point of a reproducing kernel Hilbert space (RKHS), is estimated based on the $boldsymbol{k}$ -centers and KNR method, and the input patterns are mapped explicitly into a higher dimensional feature space, using the estimated function. Finally, the traditional SVM is taken as a classifier to classify the mapped patterns. Experimental results on handwritten digital recognition show that the proposed KNR-SVM outperforms the traditional SVM." @default.
- W2892571874 created "2018-10-05" @default.
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- W2892571874 date "2018-05-01" @default.
- W2892571874 modified "2023-09-23" @default.
- W2892571874 title "Support Vector Machine Improvement with Kemel-Based Nonlinear Representor" @default.
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- W2892571874 doi "https://doi.org/10.1109/imcec.2018.8469496" @default.
- W2892571874 hasPublicationYear "2018" @default.
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