A New Method for Remote Protein Classification

作者：Li YuGang^*; Liu ZhiYong; Zhang Fa; Qiu ZhenGe

来源：2nd International Conference on Biomedical Engineering and Informatics, China,Zhejiang,Huzhou,Anji, 2009-10-17 to 2009-10-19.

DOI：10.1109/bmei.2009.5302560

• Bioinformatics
• LS_StaticEField
• SVM
• SCOP

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.

• 出版日期2009
• 单位北京理工大学