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SSC-EKE: Semi-Supervised Classification with Extensive Knowledge Exploitation

We introduce a new, semi-supervised classification method that extensively exploits knowledge. The method has three steps. First, the manifold regularization mechanism, adapted from the Laplacian support vector machine (LapSVM), is adopted to mine the manifold structure embedded in all training data...

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Detalhes bibliográficos
Publicado no:Inf Sci (Ny)
Main Authors: Qian, Pengjiang, Xi, Chen, Xu, Min, Jiang, Yizhang, Su, Kuan-Hao, Wang, Shitong, Muzic, Raymond F.
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5881956/
https://ncbi.nlm.nih.gov/pubmed/29628529
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ins.2017.08.093
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