• DocumentCode
    2077714
  • Title

    Paired Spectral Content Measure for Gene and Exon Prediction in Eukaryotes

  • Author

    Akhtar, Mahmood ; Epps, Julien ; Ambikairajah, Eliathamby

  • Author_Institution
    New South Wales Univ., Sydney
  • fYear
    2007
  • fDate
    6-7 July 2007
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper, we report on a new discrete Fourier transform (DFT) based method for gene and exon prediction in eukaryotes. The proposed paired spectral content (PSC) measure is compared with the well-known DFT based spectral content and spectral rotation measures, using the GENSCAN test set. False positive vs. sensitivity, receiver operating characteristic (ROC) curve and exonic nucleotides detected as false positive results all show that the newly proposed PSC outperforms existing methods, with 50% less DFT processing.
  • Keywords
    discrete Fourier transforms; genetics; DFT; discrete Fourier transform; exonic nucleotides; gene exon prediction; paired spectral content; paired spectral content measure; receiver operating characteristic; Biomembranes; DNA computing; Digital signal processing; Discrete Fourier transforms; Genomics; Organisms; Rotation measurement; Sequences; Strontium; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Emerging Technologies, 2007. ICIET 2007. International Conference on
  • Conference_Location
    Karachi
  • Print_ISBN
    978-1-4244-1247-1
  • Electronic_ISBN
    978-1-4244-1247-1
  • Type

    conf

  • DOI
    10.1109/ICIET.2007.4381323
  • Filename
    4381323