• DocumentCode
    530551
  • Title

    Co-regulated gene fuzzy cluster by expression changing quantity and tendency

  • Author

    Zhang, Li ; Huanli Pang ; LianZhe Zhou ; Pang, Huanli ; Wang, XiaoHu

  • Author_Institution
    Coll. of Comput. Sci. & Eng., Changchun Univ. of Technol., Changchun, China
  • Volume
    5
  • fYear
    2010
  • fDate
    24-26 Aug. 2010
  • Firstpage
    286
  • Lastpage
    289
  • Abstract
    This paper use the SMBS correlation coefficient and Fuzzy C means cluster algorithm to cluster the gene expression data. The algorithm will cover positive and negative co-regulated genes by measuring their changing quantity and tendency, and get the cluster result according to their true regulatory relationship. The regulatory machine can be figured out by the algorithm.
  • Keywords
    biology computing; fuzzy set theory; genetics; pattern clustering; SMBS correlation coefficient; changing tendency; coregulated gene fuzzy cluster; expression changing quantity; fuzzy C means cluster; gene expression data; regulatory machine; Biomedical measurements; Correlation; co-regulation genes; correlation coefficient; fuzzy cluster;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer, Mechatronics, Control and Electronic Engineering (CMCE), 2010 International Conference on
  • Conference_Location
    Changchun
  • Print_ISBN
    978-1-4244-7957-3
  • Type

    conf

  • DOI
    10.1109/CMCE.2010.5609970
  • Filename
    5609970
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=530551