• Title of article

    Graph ambiguity

  • Author/Authors

    Livi، نويسنده , , Lorenzo and Rizzi، نويسنده , , Antonello، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2013
  • Pages
    24
  • From page
    24
  • To page
    47
  • Abstract
    In this paper, we propose a rigorous way to define the concept of ambiguity in the domain of graphs. In past studies, the classical definition of ambiguity has been derived starting from fuzzy set and fuzzy information theories. Our aim is to show that also in the domain of the graphs it is possible to derive a formulation able to capture the same semantic and mathematical concept. To strengthen the theoretical results, we discuss the application of the graph ambiguity concept to the graph classification setting, conceiving a new kind of inexact graph matching procedure. The results prove that the graph ambiguity concept is a characterizing and discriminative property of graphs.
  • Keywords
    Information measures , Fuzzy sets , Fuzzy clustering , Graph mining , Graph matching , Graph representation
  • Journal title
    FUZZY SETS AND SYSTEMS
  • Serial Year
    2013
  • Journal title
    FUZZY SETS AND SYSTEMS
  • Record number

    1601683