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Som-Based Class Discovery Exploring the ICA-Reduced Features of Microarray Expression Profiles
Gene expression datasets are large and complex, having many variables and unknown internal structure. We apply independent component analysis (ICA) to derive a less redundant representation of the expression data. The decomposition produces components with minimal statistical dependence and reveals...
| Autores principales: | , , |
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| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi Publishing Corporation
2004
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2447468/ https://www.ncbi.nlm.nih.gov/pubmed/18629176 http://dx.doi.org/10.1002/cfg.444 |