NWIPB OpenIR
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
Source PublicationBMC SYSTEMS BIOLOGY
ISSN1752-0509
Volume5Pages:1-11
SubtypeArticle
AbstractBackground: 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.
Other Abstract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 HeadingsScience & Technology ; Life Sciences & Biomedicine
WOS KeywordAMINO-ACID-COMPOSITION ; CLASSIFICATION
Indexed BySCI
Language英语
WOS Research AreaMathematical & Computational Biology
WOS SubjectMathematical & Computational Biology
WOS IDWOS:000297313700005
Citation statistics
Cited Times:33[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://210.75.249.4/handle/363003/2238
Collection中国科学院西北高原生物研究所
Affiliation1.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
Recommended Citation
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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