• DocumentCode
    2736137
  • Title

    Medical data mining with extended WEKA

  • Author

    Robu, R. ; Hora, C.

  • Author_Institution
    Univ. Politeh. from Timisoara, Timisoara, Romania
  • fYear
    2012
  • fDate
    13-15 June 2012
  • Firstpage
    347
  • Lastpage
    350
  • Abstract
    This paper presents a synthesis on the analysis of medical data through data mining techniques. Aspects regarding data mining tools are also mentioned. Certain aspects related to the use of the classification techniques in the medical field as well as the improvements that were performed on the user interface for the classification of data, in the data mining tool WEKA, are presented. The achieved modifications improve the prediction process. The extended application was tested on four medical datasets obtained from UCI Machine Learning Repository and the results were good.
  • Keywords
    data analysis; data mining; learning (artificial intelligence); medical computing; pattern classification; user interfaces; UCI machine learning repository; classification technique; data classification; extended WEKA; medical data analysis; medical data mining; medical field; prediction process; user interface; Data mining; Data models; Diseases; Medical diagnostic imaging; Predictive models; User interfaces;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Engineering Systems (INES), 2012 IEEE 16th International Conference on
  • Conference_Location
    Lisbon
  • Print_ISBN
    978-1-4673-2694-0
  • Electronic_ISBN
    978-1-4673-2693-3
  • Type

    conf

  • DOI
    10.1109/INES.2012.6249857
  • Filename
    6249857