Knowledge Management System of Northwest Institute of Plateau Biology, CAS
Support vector machine prediction of enzyme function with conjoint triad feature and hierarchical context | |
Wang, Yong-Cui2,3; Wang, Yong4; Yang, Zhi-Xia1; Deng, Nai-Yang2 | |
2011-06-20 | |
发表期刊 | BMC SYSTEMS BIOLOGY |
ISSN | 1752-0509 |
卷号 | 5页码:1-11 |
文章类型 | Article |
摘要 | Background: Enzymes are known as the largest class of proteins and their functions are usually annotated by the Enzyme Commission (EC), which uses a hierarchy structure, i.e., four numbers separated by periods, to classify the function of enzymes. Automatically categorizing enzyme into the EC hierarchy is crucial to understand its specific molecular mechanism. |
其他摘要 | 题名:基于三联体特征和层次结构的支持向量机酶功能预测模型 |
WOS标题词 | Science & Technology ; Life Sciences & Biomedicine |
关键词[WOS] | AMINO-ACID-COMPOSITION ; CLASSIFICATION |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Mathematical & Computational Biology |
WOS类目 | Mathematical & Computational Biology |
WOS记录号 | WOS:000297313700005 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://210.75.249.4/handle/363003/2238 |
专题 | 中国科学院西北高原生物研究所 |
作者单位 | 1.Xinjiang Univ, Coll Math & Syst Sci, Urumuchi 830046, Peoples R China 2.China Agr Univ, Coll Sci, Beijing 100083, Peoples R China 3.Chinese Acad Sci, NW Inst Plateau Biol, Key Lab Adaptat & Evolut Plateau Biota, Xining 810001, Peoples R China 4.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China |
推荐引用方式 GB/T 7714 | Wang, Yong-Cui,Wang, Yong,Yang, Zhi-Xia,et al. Support vector machine prediction of enzyme function with conjoint triad feature and hierarchical context[J]. BMC SYSTEMS BIOLOGY,2011,5:1-11. |
APA | Wang, Yong-Cui,Wang, Yong,Yang, Zhi-Xia,&Deng, Nai-Yang.(2011).Support vector machine prediction of enzyme function with conjoint triad feature and hierarchical context.BMC SYSTEMS BIOLOGY,5,1-11. |
MLA | Wang, Yong-Cui,et al."Support vector machine prediction of enzyme function with conjoint triad feature and hierarchical context".BMC SYSTEMS BIOLOGY 5(2011):1-11. |
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