|
|||||
|
|
| 基于信号处理的基因识别模型 | |
| 引用本文： | 乌峰杰,郭峰,田晓敏,张慧增. 基于信号处理的基因识别模型[J]. 杭州师范学院学报(自然科学版), 2014, 0(2): 208-212,218 |
| 作者姓名： | 乌峰杰 郭峰 田晓敏 张慧增 |
| 作者单位： | 杭州师范大学理学院,浙江 杭州 310036; 杭州师范大学应用数学研究所,浙江 杭州 310036 |
| 摘 要： | 为了获得精确可靠的基因识别信息，根据所给DNA 序列进行数值化映射（基于 Voss映射和Z-curve映射）运用快速傅立叶变换（FFT ）以及离散小波变换算法计算DNA序列功率谱和信噪比；对于不同类型生物的基因预测采用靴带抽样算法推断基因预测的最佳阈值并以特异性、敏感性和精度3个性能指标来评估基因预测方法的性能，所建模型在基因识别中精度较高、运算快、效果好。 |
| 关 键 词： | 基因识别 Fourier变换 小波变换 靴带抽样 |
The Gene Identification Model Based on Signal Processing |
|
| WU Fengjie,GUO Feng,TIAN Xiaomin,ZHANG Huizeng. The Gene Identification Model Based on Signal Processing[J]. Journal of Hangzhou Teachers College(Natural Science), 2014, 0(2): 208-212,218 | |
| Authors: | WU Fengjie GUO Feng TIAN Xiaomin ZHANG Huizeng |
| Affiliation: | 1. School of Science, Hangzhou Normal University, Hangzhou 310036, China ; 2. Institute of Applied Mathematics, Hangzhou Normal University, Hangzhou 310036, China) |
| Abstract: | In order to obtain accurate and reliable gene identification information ,according to the given DNA sequences of numerical value mapping （based on Voss mapping and Z-curve mapping） ,DNA sequence power spectrum and the signal to noise ratio （SNR） are calculated by using fast Fourier transform （FFT ） and discrete wavelet transform algorithm .For the gene prediction of different types of living things ,the best threshold of gene prediction is deduced by bootstrap sampling algorithm ,and the properties of gene prediction method are assessed with specificity ,sensitivity and accuracy ,the model in gene recognition has fast operation ,high precision and good effects . |
| Keywords: | gene identification Fourier transform wavelet transform bootstrap sampling |
| 本文献已被 维普 等数据库收录！ | |