• DocumentCode
    475968
  • Title

    Some properties of random sets on Sugeno measure space

  • Author

    Ha, Ming-Hu ; Wang, Chao

  • Author_Institution
    Coll. of Math. & Comput. Sci., Hebei Univ., Baoding
  • Volume
    1
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    583
  • Lastpage
    587
  • Abstract
    As it is well known, the theory of random sets has many applications to several fields such as Mathematics Economics, Statistics, and Pattern Recognition. In this paper, we define the distribution function of random sets on Sugeno measure space which is more extensive than that on probability space. We obtain some properties of the Choquet integral of random sets, and also, we give the strong law of large numbers of random sets on Sugeno measure space which is very important to study Statistical Learning Theory and Support Vector Machine based on random sets.
  • Keywords
    random processes; set theory; Sugeno measure space; distribution function; random sets; statistical learning theory; support vector machine; Application software; Chaos; Computer science; Cybernetics; Distribution functions; Educational institutions; Extraterrestrial measurements; Machine learning; Mathematics; Statistical distributions; Choquet integral; Random sets; Strong law of large numbers; Sugeno measure;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620472
  • Filename
    4620472