• DocumentCode
    147109
  • Title

    Information Profiles for DNA Pattern Discovery

  • Author

    Pinho, Armando J. ; Pratas, Diogo ; Ferreira, P.J.S.G.

  • Author_Institution
    Dept. of Electron., Telecommun. & Inf. Univ. of Aveiro, Aveiro, Portugal
  • fYear
    2014
  • fDate
    26-28 March 2014
  • Firstpage
    420
  • Lastpage
    420
  • Abstract
    Finite-context modeling is a powerful tool for compressing and hence for representing DNA sequences. We describe an algorithm to detect genomic regularities, within a blind discovery strategy. The algorithm uses information profiles built using suitable combinations of finite-context models. We used the genome of the fission yeast Schizosaccharomyces pombe strain 972 h-for illustration, unveiling locations of low information content, which are usually associated with DNA regions of potential biological interest.
  • Keywords
    DNA; biology computing; data compression; genomics; pattern recognition; DNA pattern discovery; DNA sequence compression method; Schizosaccharomyces pombe strain 972 h; blind discovery strategy; finite-context modeling; fission yeast; genomic regularities detection; information profiles; Bioinformatics; Biological cells; Computational modeling; Computers; Context; DNA; Genomics; DNA sequences; data compression; information content;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference (DCC), 2014
  • Conference_Location
    Snowbird, UT
  • ISSN
    1068-0314
  • Type

    conf

  • DOI
    10.1109/DCC.2014.54
  • Filename
    6824472