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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
ISSN1752-0509
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
被引频次:38[WOS]   [WOS记录]     [WOS相关记录]
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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