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Comparing deep belief networks with support vector machines for classifying gene expression data from complex disorders

Genomics data provide great opportunities for translational research and the clinical practice, for example, for predicting disease stages. However, the classification of such data is a challenging task due to their high dimensionality, noise, and heterogeneity. In recent years, deep learning classi...

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Detalles Bibliográficos
Autores principales: Smolander, Johannes, Dehmer, Matthias, Emmert‐Streib, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6609581/
https://www.ncbi.nlm.nih.gov/pubmed/31074948
http://dx.doi.org/10.1002/2211-5463.12652