Improving Prediction of Self-interacting Proteins Using Stacked Sparse Auto-Encoder with PSSM profiles.

Wang, Yan-Bin; You, Zhu-Hong; Li, Li-Ping; Huang, De-Shuang; Zhou, Feng-Feng; Yang, Shan

Wang, Yan-Bin; You, Zhu-Hong; Li, Li-Ping; Huang, De-Shuang; Zhou, Feng-Feng; Yang, Shan.

Afiliação

Wang YB; University of Chinese Academy of Sciences, Beijing 100049, China.
You ZH; Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Science, Urumqi 830011, China.
Li LP; Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Science, Urumqi 830011, China.
Huang DS; Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Science, Urumqi 830011, China.
Zhou FF; Institute of Machine Learning and Systems Biology, School of Electronics and Information Engineering, Tongji University, Caoan Road 4800, Shanghai 201804, China.
Yang S; College of Computer Science and Technology, and Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin 130012, China.

Int J Biol Sci ; 14(8): 983-991, 2018.

Article em En | MEDLINE | ID: mdl-29989064

Assuntos

Biologia Computacional/métodos; Proteínas/química; Algoritmos; Aprendizado Profundo; Mapeamento de Interação de Proteínas; Máquina de Vetores de Suporte

Palavras-chave

Deep learning; Probabilistic Classification Vector Machines; Zernike Moments

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Proteínas / Biologia Computacional Idioma: En Ano de publicação: 2018 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Proteínas / Biologia Computacional Idioma: En Ano de publicação: 2018 Tipo de documento: Article