• DocumentCode
    3168629
  • Title

    Data mining experiments on hop processing data

  • Author

    Grzymala-Busse, Jerzy W. ; Hippe, Zdzislaw S. ; Mroczek, Teresa ; Roj, Edward ; Skowronski, Boleslaw

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Kansas Univ., Lawrence, KS, USA
  • fYear
    2005
  • fDate
    6-9 Nov. 2005
  • Abstract
    This paper presents results on research conducted on three hop processing data sets using two data mining methods: rule induction and belief network generation. We briefly describe the hop processing and reasons for inconsistency in the corresponding data sets. Then we discuss the significance of knowledge in the form of rules acquired by both applied data mining methods. Finally, we present validation results for both methods.
  • Keywords
    belief networks; data mining; knowledge based systems; belief network generation; data mining; hop processing; rule induction; Artificial intelligence; Computer network management; Data mining; Electrical resistance measurement; Engineering management; Expert systems; Fertilizers; Information management; Information technology; Technology management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems, 2005. HIS '05. Fifth International Conference on
  • Print_ISBN
    0-7695-2457-5
  • Type

    conf

  • DOI
    10.1109/ICHIS.2005.32
  • Filename
    1587745