Manifold Regularized Proximal Support Vector Machine via Generalized Eigenvalue

Proximal support vector machine via generalized eigenvalue (GEPSVM) is a recently proposed binary classification technique which aims to seek two nonparallel planes so that each one is closest to one of the two datasets while furthest away from the other. In this paper, we proposed a novel method ca...

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Detalhes bibliográficos

Principais autores:	Jun Liang, Fei-yun Zhang, Xiao-xia Xiong, Xiao-bo Chen, Long Chen, Guo-hui Lan
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Springer 2016-12-01
coleção:	International Journal of Computational Intelligence Systems
Assuntos:	Support vector machines Generalized eigenvalues Locality preserving projections Manifold regularization
Acesso em linha:	https://www.atlantis-press.com/article/25868748/view
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