A new method for remote protein classification

Yu Gang Li*, Zhi Yong Liu, Fa Zhang, Zhen Ge Qiu

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Protein classification is an important research topic in Bioinformatics. The Support Vector Machine (SVM) based methods, e.g. the SVM-PSV algorithm, are among the most successful ones. Based on our current work, this paper presents an alternative algorithm, the LS-StaticEField algorithm, for protein classification. The LS-StaticEField algorithm is more efficient to compute than SVM based ones and provides satisfying accuracy performance when compared with the SVM-PSV method in the experiments of homology detection based on the SCOP database.

源语言英语
主期刊名Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009
DOI
出版状态已出版 - 2009
活动2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009 - Tianjin, 中国
期限: 17 10月 200919 10月 2009

出版系列

姓名Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009

会议

会议2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009
国家/地区中国
Tianjin
时期17/10/0919/10/09

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