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Convex Analysis of Mixtures for Separating Non-negative Well-grounded Sources

Blind Source Separation (BSS) is a powerful tool for analyzing composite data patterns in many areas, such as computational biology. We introduce a novel BSS method, Convex Analysis of Mixtures (CAM), for separating non-negative well-grounded sources, which learns the mixing matrix by identifying th...

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Detalles Bibliográficos
Autores principales: Zhu, Yitan, Wang, Niya, Miller, David J., Wang, Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5138607/
https://www.ncbi.nlm.nih.gov/pubmed/27922124
http://dx.doi.org/10.1038/srep38350