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
Link To Document