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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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| Main Authors: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Hindawi Publishing Corporation
2013
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3708390/ https://ncbi.nlm.nih.gov/pubmed/23878814 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2013/625403 |
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