Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence Algorithms
Joint Authors
Bal, Mert
Amasyali, M. Fatih
Demırhan, Ayse
Source
Advances in Artificial Intelligence
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-15
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Information Technology and Computer Science
Science
Abstract EN
This paper aims to model the change in market share of 30 domestic and foreign banks, which have been operating between the years 1990 and 2009 in Turkey by taking into consideration 20 financial ratios of those banks.
Due to the fragile structure of the banking sector in Turkey, this study plays an important role for determining the changes in market share of banks and taking the necessary measures promptly.
For this reason, computational intelligence methods have been used in the study.
According to the research results, it is seen that it was not able to properly anticipate the data for the banking sector in the periods of financial crises (2000-2001 and 2008-2009).
However, it is seen that, Simple Linear Regression is distinguished as a good algorithm among the computational intelligence algorithms for all periods between the years 1990 and 2009.
American Psychological Association (APA)
Amasyali, M. Fatih& Demırhan, Ayse& Bal, Mert. 2014. Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence Algorithms. Advances in Artificial Intelligence،Vol. 2014, no. 2014, pp.1-14.
https://search.emarefa.net/detail/BIM-488186
Modern Language Association (MLA)
Amasyali, M. Fatih…[et al.]. Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence Algorithms. Advances in Artificial Intelligence No. 2014 (2014), pp.1-14.
https://search.emarefa.net/detail/BIM-488186
American Medical Association (AMA)
Amasyali, M. Fatih& Demırhan, Ayse& Bal, Mert. Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence Algorithms. Advances in Artificial Intelligence. 2014. Vol. 2014, no. 2014, pp.1-14.
https://search.emarefa.net/detail/BIM-488186
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-488186