• DocumentCode
    2333284
  • Title

    Exploring Three-Base Periodicity for DNA Compression and Modeling

  • Author

    Ferreira, Paulo J S G ; Neves, António J R ; Afreixo, Vera ; Pinho, Armando J.

  • Author_Institution
    Signal Process. Lab., Aveiro Univ.
  • Volume
    5
  • fYear
    2006
  • fDate
    14-19 May 2006
  • Abstract
    To explore the three-base periodicity often found in protein-coding DNA regions, we introduce a DNA model based on three deterministic states, where each state implements a finite-context model. The results obtained show compression gains in relation to the single finite-context model counterpart. Additionally, and potentially more interesting than the compression gain on its own, is the observation that the entropy associated to each of the three states differs and that this variation is not the same among the organisms analyzed
  • Keywords
    DNA; proteins; DNA compression; DNA modeling; compression gains; finite-context model; protein-coding DNA regions; three-base periodicity; Bioinformatics; Compression algorithms; DNA; Data compression; Entropy; Genomics; Organisms; Proteins; Sequences; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
  • Conference_Location
    Toulouse
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0469-X
  • Type

    conf

  • DOI
    10.1109/ICASSP.2006.1661416
  • Filename
    1661416