• DocumentCode
    2903341
  • Title

    Complex networks clustering algorithm based on the core influence of the nodes

  • Author

    Chao Tong ; Jianwei Niu ; Bin Dai ; Jing Peng ; Jinyang Fan

  • Author_Institution
    Sch. of Comput. Sci. & Eng., Beihang Univ., Beijing, China
  • fYear
    2012
  • fDate
    1-3 Dec. 2012
  • Firstpage
    185
  • Lastpage
    186
  • Abstract
    This paper proposes a clustering method, group-driven process in the sociology of the clustering process simulation, whose clustering process simulates the driven process of colony formation in sociology. Clustering experiments show that the clustering accuracy and clustering speed of the algorithm in complex network are superior to the classic optimization Fast-Newman clustering algorithm.
  • Keywords
    complex networks; optimisation; pattern clustering; clustering process simulation sociology; colony formation; complex networks clustering algorithm; core node influence; group-driven process; optimization Fast-Newman clustering algorithm; Accuracy; Algorithm design and analysis; Clustering algorithms; Communities; Complex networks; Neural networks; Optimization; Fast-Newman algorithm; clustering algorithm; complex networks; core influence of the nodes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Performance Computing and Communications Conference (IPCCC), 2012 IEEE 31st International
  • Conference_Location
    Austin, TX
  • ISSN
    1097-2641
  • Print_ISBN
    978-1-4673-4881-2
  • Type

    conf

  • DOI
    10.1109/PCCC.2012.6407690
  • Filename
    6407690