• DocumentCode
    3700239
  • Title

    Information granules in multi-scale ordered information systems

  • Author

    Wei-Zhiwu;Shen-Ming Gu;Xia Wang

  • Author_Institution
    School of Mathematics, Physics and Information Science, Zhejiang Ocean University, Zhoushan, Zhejiang 316022, China
  • Volume
    1
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    182
  • Lastpage
    187
  • Abstract
    The representation of information granules is the key issue to the discovery of knowledge in formation of tables. In this paper, the concept of ordered granular labeled structures is introduced. Multi-scale ordered granular labeled structures and multi-scale-decision granular ordered labeled structures are defined in this work. Multi-scale ordered information systems in which there exist hierarchical scale ordered structures of attribute values measured at different levels of granulations are also proposed. Finally, representations of information granules in different scales of ordered granulations in multi-scale ordered information systems and multi-scale ordered decision tables are explored.
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/ICMLC.2015.7340919
  • Filename
    7340919