DocumentCode
2667598
Title
Multifractal analysis of DNA
Author
Rifaat, R. ; Kinsner, W. ; McAlpine, P.
Author_Institution
Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man., Canada
Volume
2
fYear
1998
fDate
24-28 May 1998
Firstpage
766
Abstract
This paper presents a multifractal analsyis technique for deoxyribonucleic acid (DNA). A brief overview of sequencing and multifractal measures is given along with multifractal spectrum data. Fractal characterization is shown to have high potential as a valuable tool in DNA analysis. Consideration is given to selecting the appropriate fractal measure, probability measure and operational parameters. A multifractal trajectory over a moving window is given for possible use in classification. The DNA sequences of Methanococcus janaschii and Escherichia coli are shown to exhibit multifractal properties which vary significantly over trajectories calculated from each individual base type
Keywords
DNA; biology computing; fractals; genetics; pattern classification; DNA; E. coli; Escherichia coli; M. jannashii; Methanococcus janaschii; base type; deoxyribonucleic acid; moving window; multifractal analysis; multifractal measures; multifractal spectrum data; multifractal trajectory; operational parameters; sequencing; Agriculture; DNA; Diseases; Fractals; Genetics; Humans; Organisms; Pattern analysis; RNA; Sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Computer Engineering, 1998. IEEE Canadian Conference on
Conference_Location
Waterloo, Ont.
ISSN
0840-7789
Print_ISBN
0-7803-4314-X
Type
conf
DOI
10.1109/CCECE.1998.685610
Filename
685610
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