Feature extraction from DNA sequences by multifractal analysis

被引：3
作者：
Zhang, H [1 ]
Kinsner, W [1 ]
机构：
[1] Univ Manitoba, Dept Elect & Comp Engn, Signal & Data Compress Lab, Winnipeg, MB R3T 5V6, Canada
来源：
PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE | 2001年 / 23卷
关键词：
DNA; power spectrum density; fractal;
D O I：
10.1109/IEMBS.2001.1020510
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
This paper presents feature extraction and estimation of multifractal measures of DNA sequences, using a multifractal methodology, and demonstrates a new scheme for identifying biological functionality, using information contained within the DNA sequences. It shows that the Renyi and Mandelbrot fractal dimension spectra may be useful techniques for extracting the information contained in the DNA sequences.
引用
收藏
页码：1567 / 1572
页数：6
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