• 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