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Protein Function Prediction Using Deep Restricted Boltzmann Machines

Accurately annotating biological functions of proteins is one of the key tasks in the postgenome era. Many machine learning based methods have been applied to predict functional annotations of proteins, but this task is rarely solved by deep learning techniques. Deep learning techniques recently hav...

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Detalles Bibliográficos
Autores principales: Zou, Xianchun, Wang, Guijun, Yu, Guoxian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5506480/
https://www.ncbi.nlm.nih.gov/pubmed/28744460
http://dx.doi.org/10.1155/2017/1729301