Maximum Neighborhood Margin Discriminant Projection for Classification

We develop a novel maximum neighborhood margin discriminant projection (MNMDP) technique for dimensionality reduction of high-dimensional data. It utilizes both the local information and class information to model the intraclass and interclass neighborhood scatters. By maximizing the margin between...

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Autores principales: Gou, Jianping, Zhan, Yongzhao, Wan, Min, Shen, Xiangjun, Chen, Jinfu, Du, Lan
Formato: Artigo
Lenguaje:Inglês
Publicado: Hindawi Publishing Corporation 2014
Materias:
Research Article
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC3951105/
https://ncbi.nlm.nih.gov/pubmed/24701144
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/186749
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