• DocumentCode
    548678
  • Title

    Analysis of correlation between CROBEX index value change, investment fund type, investment portfolio and investment funds share value change using data mining techniques

  • Author

    Velic, Marko

  • Author_Institution
    Initium Futuri Ltd., Zagreb, Croatia
  • fYear
    2011
  • fDate
    27-30 June 2011
  • Firstpage
    179
  • Lastpage
    184
  • Abstract
    This paper examines a correlation between Croatian equity index CROBEX´s value change and Croatian open investment funds share price change by applying data mining techniques. Apart from the type of the fund, in consideration is taken the fact how much funds invest in Croatian equities that is the equities which rate on Zagreb Stock Exchange. While working, the problem was observed in two aspects, the analytical models were made on continual and discrete values. The problem was elaborated with few data mining methods and in few software toolkits, and in the end the synthesis of the obtained results was made.
  • Keywords
    data mining; investment; CROBEX index value change; data mining; investment fund type; investment funds share value change; investment portfolio; open investment funds; Artificial neural networks; Correlation; Data mining; Decision trees; Indexes; Investments; Share prices; Bayesian networks; Business intelligence; CROBEX; decision trees; investment funds; neural networks; temporal data mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Interfaces (ITI), Proceedings of the ITI 2011 33rd International Conference on
  • Conference_Location
    Dubrovnik
  • ISSN
    1330-1012
  • Print_ISBN
    978-1-61284-897-6
  • Electronic_ISBN
    1330-1012
  • Type

    conf

  • Filename
    5974017