• DocumentCode
    1732791
  • Title

    NMF: Network Mining Framework Using Topological Structure of Complex Networks

  • Author

    Sugiyama, Kouhei ; Ohsaki, Hiroyuki ; Imase, Makoto ; Yagi, Takeshi ; Murayama, Junichi

  • Author_Institution
    Grad. Sch. of Inf. Sci. & Technol., Osaka Univ., Suita
  • fYear
    2008
  • Firstpage
    210
  • Lastpage
    211
  • Abstract
    In this paper, a variety of link mining methods are handled in an integrated manner with previous data mining methods, and a network mining framework (NMF) is proposed. This paper also presents example usages of the NMF, and discusses how high-level network mining are achieved by using the NMF.
  • Keywords
    data mining; complex networks; link mining methods; network mining framework; topological structure; Algorithm design and analysis; Analysis of variance; Classification algorithms; Clustering algorithms; Complex networks; Data analysis; Data mining; Data processing; Detection algorithms; Pattern analysis; Complex Networks; Framework; Link Mining; Network Mining; Topological Structure;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Congress on Services Part II, 2008. SERVICES-2. IEEE
  • Conference_Location
    Beijing
  • Print_ISBN
    978-0-7695-3313-1
  • Electronic_ISBN
    978-0-7695-3313-1
  • Type

    conf

  • DOI
    10.1109/SERVICES-2.2008.25
  • Filename
    4700522
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1732791