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Estimation of Discriminative Feature Subset Using Community Modularity
Feature selection (FS) is an important preprocessing step in machine learning and data mining. In this paper, a new feature subset evaluation method is proposed by constructing a sample graph (SG) in different k-features and applying community modularity to select highly informative features as a gr...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group
2016
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4848544/ https://www.ncbi.nlm.nih.gov/pubmed/27121171 http://dx.doi.org/10.1038/srep25040 |