Protein Secondary Structure Prediction Based on Statistical Dictionaries

摘要：

This study first gives the definitions and construction methods of statistical dictionary and similar list, and then proposes two novel algorithms, Hybrid Windows Prediction (HWP) and Similar Searching Prediction (SSP), for protein secondary structure prediction. Our methods not only implement the incremental learning to utilize the increasing protein structure data, but also achieve high prediction accuracies of overall Q3 and SOV by the blind test on the dataset composed of 2825 protein chains.

关键词： Protein structure prediction statistical method classification

作者: Wei Yang Kuan-Quan Wang Wang-Meng Zuo

作者单位: Biocomputing Research Center,School of Computer Science and Technology Harbin Institute of Technology,Harbin 150001,China

会议类型: 国际会议

会议名称: The 3rd International Conference on Bioinformatics and Biomedical Engineering(iCBBE 2009)(第三届生物信息与生物医学工程国际会议)

会议地点: 北京

会议语种:英文

页码: 1-4

在线出版日期: 2009-06-11（万方平台首次上网日期，不代表论文的发表时间）