• DocumentCode
    2818573
  • Title

    A Conceptual Matrix Model for Biological Data Processing

  • Author

    Hou, Jingyu ; Zhou, Wanlei

  • Author_Institution
    Deakin Univ., Burwood
  • fYear
    2007
  • fDate
    21-23 Feb. 2007
  • Firstpage
    559
  • Lastpage
    564
  • Abstract
    This paper proposes a conceptual matrix model with algorithms for biological data processing. The required elements for constructing a matrix model are discussed. The representative matrix-based methods and algorithms which have potentials in biological data processing are presented / proposed. Some application cases of the model in biological data processing are studied, which show the applicability of this model in various kinds of biological data processing. This conceptual model established a framework within which biological data processing and mining could be conducted. The model is also heuristic to other applications.
  • Keywords
    biology computing; data mining; matrix algebra; biological data processing; conceptual matrix model; data mining; Australia; Biological system modeling; DNA; Data engineering; Data mining; Data processing; Ecosystems; Information technology; Matrix decomposition; Road transportation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital EcoSystems and Technologies Conference, 2007. DEST '07. Inaugural IEEE-IES
  • Conference_Location
    Cairns
  • Print_ISBN
    1-4244-0470-3
  • Electronic_ISBN
    1-4244-0470-3
  • Type

    conf

  • DOI
    10.1109/DEST.2007.372038
  • Filename
    4233772