• DocumentCode
    2905571
  • Title

    A novel algorithm for enumerating maximal bicliques from a symmetric matrix

  • Author

    Savio, M.D. ; Sankar, Apama ; Nataraj, R.V.

  • Author_Institution
    Dept. of Comput. & Inf. Sci., PSG Coll. of Technol., Coimbatore, India
  • fYear
    2012
  • fDate
    Nov. 30 2012-Dec. 1 2012
  • Firstpage
    206
  • Lastpage
    209
  • Abstract
    We address the problem of enumerating maximal bicliques from a symmetric matrix. We propose a novel algorithm named TWINBLADE which exploits the properties of symmetric matrix, and reduces the search space to a larger extent and it generates not even a single duplicate. Our algorithm is compared with LCM-MBC algorithm, in the experiment conducted, ours take almost only half the running time of LCM-MBC for sparse and comparatively performs better for dense datasets.
  • Keywords
    data mining; graph theory; matrix algebra; LCM-MBC algorithm; TWINBLADE; maximal biclique enumeration; symmetric matrix; Algorithm design and analysis; Availability; Bioinformatics; Data mining; Educational institutions; Information technology; Symmetric matrices; Data Mining; Maximal Biclique; Symmetric Matrix;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Applications of Information Technology (EAIT), 2012 Third International Conference on
  • Conference_Location
    Kolkata
  • Print_ISBN
    978-1-4673-1828-0
  • Type

    conf

  • DOI
    10.1109/EAIT.2012.6407897
  • Filename
    6407897