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Support vector machine with hypergraph-based pairwise constraints

Although support vector machine (SVM) has become a powerful tool for pattern classification and regression, a major disadvantage is it fails to exploit the underlying correlation between any pair of data points as much as possible. Inspired by the modified pairwise constraints trick, in this paper,...

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Detalhes bibliográficos
Publicado no:Springerplus
Main Authors: Hou, Qiuling, Lv, Meng, Zhen, Ling, Jing, Ling
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5035294/
https://ncbi.nlm.nih.gov/pubmed/27722068
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s40064-016-3315-x
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