• DocumentCode
    2142317
  • Title

    Gene Regulatory Network Reconstruction with Multiple Dataset Fusion and Differential Equation

  • Author

    Zheng, Ming ; Liu, Guixia ; Wang, Deping ; Wang, Yan ; Zhou, Chunguang ; Tian, Yuan

  • Author_Institution
    Coll. of Comput. Sci. & Technol., Jilin Univ., Changchun, China
  • fYear
    2010
  • fDate
    18-22 Aug. 2010
  • Firstpage
    454
  • Lastpage
    458
  • Abstract
    In this paper, we proposed a new data fusion method to infer gene regulatory networks based on differential equations model. After testing on several simulation and real data sets, and comparing with three other kinds of single fusion methods, the results show that our method is effective and better than other 3 fusion methods in inferring networks.
  • Keywords
    biology computing; differential equations; sensor fusion; data fusion method; differential equation; gene regulatory network reconstruction; inferring networks; Bioinformatics; Data models; Differential equations; Gene expression; Mathematical model; Network topology; Topology; differential equation; fusion methods; gene regulatory network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Frontier of Computer Science and Technology (FCST), 2010 Fifth International Conference on
  • Conference_Location
    Changchun, Jilin Province
  • Print_ISBN
    978-1-4244-7779-1
  • Type

    conf

  • DOI
    10.1109/FCST.2010.37
  • Filename
    5575918
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2142317