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Using Multi-scale Glide Zoom Window Feature Extraction Approach to Predict Protein Homo-oligomer Types
文献类型:会议
作者:Li, Qipeng[1]  Zhang, Shao Wu[2]  Pan, Quan[3]  
机构:[1]School of Automation, School of Mechatronics, Northwestern Polytechnical University, 127 YouYi West Rd., Xi'an, Shaanxi 710072, China
[2]School of Automation, School of Mechatronics, Northwestern Polytechnical University, 127 YouYi West Rd., Xi'an, Shaanxi 710072, China
[3]School of Automation, School of Mechatronics, Northwestern Polytechnical University, 127 YouYi West Rd., Xi'an, Shaanxi 710072, China
年:2008
通讯作者:Li, QP (reprint author), NW Polytech Univ, Sch Mechatron, Sch Automat, 127 YouYi W Rd, Xian 710072, Peoples R China.
会议名称:PATTERN RECOGNITION IN BIOINFORMATICS, PROCEEDINGS
页码范围:78-86
会议开始日期:2008-10-15
收录情况:EI(20084911770310)  CPCI-S(WOS:000260634000007)  
所属部门:自动化学院
人气指数:5520
浏览次数:5475
语言:外文
关键词:Multi-scale glide zoom window; feature extraction; pseudo amino acid compositions; homo-oligomer
摘要:
The concept of multi-scale glide zoom window was proposed and a novel approach of multi-scale glide zoom window feature extraction was used for predicting protein homo-oligomers. Based on the concept of multi-scale glide zoom window, we choose two scale glide zoom window: whole protein sequence glide zoom window and kin amino acid glide zoom window, and for every scale glide zoom window, three feature vectors of amino acids distance sum, amino acids mean distance and amino acids distribution, we ...More
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