Application of Improved Three-Dimensional Kernel Approach to Prediction of Protein Structural Class

Kernel methods, such as kernel PCA, kernel PLS, and support vector machines, are widely known machine learning techniques in biology, medicine, chemistry, and material science. Based on nonlinear mapping and Coulomb function, two 3D kernel approaches were improved and applied to predictions of the f...

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Detalles Bibliográficos
Autores principales: Liu, Xu, Zhang, Yuchao, Yang, Hua, Wang, Lisheng, Liu, Shuaibing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3708390/
https://www.ncbi.nlm.nih.gov/pubmed/23878814
http://dx.doi.org/10.1155/2013/625403

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