• DocumentCode
    2102131
  • Title

    Reserch on application of data mining technology in decision of underground relic

  • Author

    Cao, Li-gang ; Wang, Xu-ben

  • Author_Institution
    Key Lab of Earth Exploration & Information Technology, Chengdu University of Technology, CDUT, China
  • fYear
    2010
  • fDate
    4-6 Dec. 2010
  • Firstpage
    5373
  • Lastpage
    5375
  • Abstract
    Using computer information technology and data mining technology can automatic identification of underground abnormal body. Comparing the Correlation algorithm of advantages and disadvantages, take a small area of archaeological sites in the magnetic data as the sample data, the training model using fuzzy clustering algorithm, and then modified with the actual situation. A large area of the site use K nearest neighbor algorithm. The method of classification results according with the experts explain and match the actual excavation. The efficiency of the identification and work has been improved significantly. Data mining techniques applied to archaeological exploration geophysical data processing is the future of intelligent data-processing development trend.
  • Keywords
    Algorithm design and analysis; Bismuth; Classification algorithms; Clustering algorithms; Computational modeling; Data mining; Earth; FCM; KNN; archaeology explore; data mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering (ICISE), 2010 2nd International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4244-7616-9
  • Type

    conf

  • DOI
    10.1109/ICISE.2010.5689399
  • Filename
    5689399