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Sparse Manifold Clustering and Embedding to discriminategene expression profiles of glioblastoma and meningioma tumors

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Sparse Manifold Clustering and Embedding to discriminategene expression profiles of glioblastoma and meningioma tumors

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García Gómez, JM.; Gómez-Sanchis, J.; Escandell-Montero, P.; Fuster García, E.; Soria-Olivas, E. (2013). Sparse Manifold Clustering and Embedding to discriminategene expression profiles of glioblastoma and meningioma tumors. Computers in Biology and Medicine. 43(11):1863-1869. doi:10.1016/j.compbiomed.2013.08.025

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/43245

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Title: Sparse Manifold Clustering and Embedding to discriminategene expression profiles of glioblastoma and meningioma tumors
Author: García Gómez, Juan Miguel Gómez-Sanchis, Juan Escandell-Montero, Pablo Fuster García, Elíes Soria-Olivas, Emilio
UPV Unit: Universitat Politècnica de València. Departamento de Física Aplicada - Departament de Física Aplicada
Universitat Politècnica de València. Instituto Universitario de Aplicaciones de las Tecnologías de la Información - Institut Universitari d'Aplicacions de les Tecnologies de la Informació
Issued date:
Abstract:
Sparse Manifold Clustering and Embedding (SMCE) algorithm has been recently proposed for simultaneous clustering and dimensionality reduction of data on nonlinear manifolds using sparse representation techniques. In ...[+]
Subjects: Manifolds , Automatic classification , Microarray data analysis , Bioinformatics
Copyrigths: Cerrado
Source:
Computers in Biology and Medicine. (issn: 0010-4825 )
DOI: 10.1016/j.compbiomed.2013.08.025
Publisher:
Elsevier
Publisher version: http://dx.doi.org/10.1016/j.compbiomed.2013.08.025
Project ID:
University of Valencia [UV-INV-AE11-41271]
Thanks:
This work was supported by the University of Valencia through project UV-INV-AE11-41271.
Type: Artículo

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