DocumentCode :
3120939
Title :
An Independent Homology Analysis Method in Compound Pyramid Model
Author :
Xin, Zhige ; Yang, Bingru
Author_Institution :
Dept. of Comput. Sci. & Technol., Univ. of Sci. & Technol. Beijing, Beijing, China
fYear :
2010
fDate :
18-20 June 2010
Firstpage :
1
Lastpage :
4
Abstract :
Protein secondary structure prediction plays an important role in protein engineering. But its accuracy has not been improved dramatically in recent years and many methods rely on servers to get first data. So an independent homology analysis method is proposed. Besides, this method is successfully applied to the homology analysis module located at comprehensive layer in our compound pyramid model and get better results in our experiment comparing with other methods. The accuracy of the prediction is 83.06% on the RS126 data set and 80.49% on the CB513 data set.
Keywords :
bioinformatics; neural nets; proteins; proteomics; artificial neural network model; bioinformatics; compound pyramid model; comprehensive layer; independent homology analysis method; protein engineering; protein secondary structure; sequence analysis; Accuracy; Artificial neural networks; Biological system modeling; Biology; Computer science; Databases; Predictive models; Protein engineering; Space technology; Support vector machines;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location :
Chengdu
ISSN :
2151-7614
Print_ISBN :
978-1-4244-4712-1
Electronic_ISBN :
2151-7614
Type :
conf
DOI :
10.1109/ICBBE.2010.5516435
Filename :
5516435
Link To Document :
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