Title :
Accuracy of Protein Secondary Structure Prediction Continues to Rise
Author :
An, Bing ; Zhai, Yun ; Zhang, Min
Author_Institution :
Student Affairs Dept., Liaocheng Univ., Liaocheng, China
Abstract :
At first, this paper reviews the development of the protein secondary structure prediction. Some concerned secondary structure prediction methods are introduced. Then we propose a novel method to predict protein secondary structure , which substantially improves the prediction accuracy both over 80% in CB513 and RS126 database. At the end, we point out some possible trends in the protein secondary structure prediction in the future.
Keywords :
bioinformatics; molecular biophysics; prediction theory; proteins; CB513 database; Chou-Fasman algorithm; GOR algorithm; RS126 database; bioinformatics; protein; rule-based methods; secondary structure prediction; statistics-based methods; Accuracy; Amino acids; Bioinformatics; Databases; Frequency; Neural networks; Prediction algorithms; Prediction methods; Predictive models; Protein engineering;
Conference_Titel :
Management and Service Science, 2009. MASS '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4638-4
Electronic_ISBN :
978-1-4244-4639-1
DOI :
10.1109/ICMSS.2009.5303137
