• DocumentCode
    3347610
  • Title

    Techniques for detecting approximate tandem repeats in DNA

  • Author

    Tran, Thao T. ; Emanuele, Vincent A., II ; Zhou, G. Tong

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
  • Volume
    5
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    The detection of tandem repeats is important in biology and medicine as it can be used for phylogenetic studies and disease diagnosis. The paper proposes two techniques for detecting approximate tandem repeats (ATRs) in DNA sequences. First, an evolutionary force heuristic is proposed to merge interspersed perfect tandem repeat sequences into an ATR structure. Next., a more general method is presented using a product spectrum of Fourier nucleotide subsequences to detect hidden periodicity. The Fourier method is sensitive to ATRs and is robust in the presence of substitutions, insertions, and deletions.
  • Keywords
    DNA; Fourier analysis; pattern recognition; sequences; DNA sequences; Fourier analysis; Fourier nucleotide sub-sequence product spectrum; approximate tandem repeat detection; disease diagnosis; evolutionary force heuristic; hidden periodicity detection; phylogenetic studies; Bioinformatics; Biology computing; DNA; Diseases; Engineering in medicine and biology; Evolution (biology); Genomics; Humans; Sequences; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1327144
  • Filename
    1327144