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Network-Based Logistic Classification with an Enhanced L (1/2) Solver Reveals Biomarker and Subnetwork Signatures for Diagnosing Lung Cancer
Identifying biomarker and signaling pathway is a critical step in genomic studies, in which the regularization method is a widely used feature extraction approach. However, most of the regularizers are based on L (1)-norm and their results are not good enough for sparsity and interpretation and are...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi Publishing Corporation
2015
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4488258/ https://www.ncbi.nlm.nih.gov/pubmed/26185761 http://dx.doi.org/10.1155/2015/713953 |