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Nonlinear Vertex Discriminant Analysis with Reproducing Kernels

The novel supervised learning method of vertex discriminant analysis (VDA) has been demonstrated for its good performance in multicategory classification. The current paper explores an elaboration of VDA for nonlinear discrimination. By incorporating reproducing kernels, VDA can be generalized from...

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Bibliografische gegevens
Hoofdauteurs: Wu, Tong Tong, Wu, Yichao
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2012
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3510707/
https://ncbi.nlm.nih.gov/pubmed/23205165
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sam.11137
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