DeepSVM-fold: protein fold recognition by combining support vector machines and pairwise sequence similarity scores generated by deep learning networks.

Liu, Bin; Li, Chen-Chen; Yan, Ke

Liu, Bin; Li, Chen-Chen; Yan, Ke.

Afiliación

Liu B; School of Computer Science and Technology, Beijing Institute of Technology, Beijing 100081, China.
Li CC; Advanced Research Institute of Multidisciplinary Science, Beijing Institute of Technology, Beijing, China.
Yan K; School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong 518055, China.

Brief Bioinform ; 21(5): 1733-1741, 2020 09 25.

Article en En | MEDLINE | ID: mdl-31665221

Asunto(s)

Aprendizaje Profundo; Proteínas/química; Máquina de Vectores de Soporte; Algoritmos; Pliegue de Proteína

Palabras clave

convolutional neural network; long short-term memory; pairwise sequence similarity scores; protein fold recognition; support vector machine

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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Proteínas / Máquina de Vectores de Soporte / Aprendizaje Profundo Tipo de estudio: Prognostic_studies Idioma: En Revista: Brief Bioinform Asunto de la revista: BIOLOGIA / INFORMATICA MEDICA Año: 2020 Tipo del documento: Article País de afiliación: China

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