Forecasting the Istanbul Stock Exchange National 100 Index Using an Artificial Neural Network

@inproceedings{Yildiz2012ForecastingTI,
  title={Forecasting the Istanbul Stock Exchange National 100 Index Using an Artificial Neural Network},
  author={Birol Yildiz and Abdullah Yalama and T MetinCoskun},
  year={2012}
}
Many studies have shown that Artificial Neural Networks (ANN) have been widely used for forecasting financial markets, because of many financial and economic variables are nonlinear, and an ANN can model flexible linear or non-linear relationship among variables. The purpose of the study was to employ an ANN models to predict the direction of the Istanbul Stock Exchange National 100 Indices (ISE National-100). As a result of this study, the model forecast the direction of the ISE National-100… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 16 references

Artificial Neural Network vs Linear Discriminant Analysis in Credit Ratings Forecast: A Comparative Study of Prediction Performances,

  • K. Kumar, S. Bhattacharya
  • Review of Accounting and Finance,
  • 2006
1 Excerpt

Piovoso, “A Comparison of Machine-Learning Classifiers For Selecting Money Managers,

  • M.J.R.S. Ludwig
  • Intelligent Systems in Accounting, Finance and…
  • 2005
1 Excerpt

Satman, “Stock Market Forecasting: Artificial Neural Network and Linear Regression Comparison in An Emerging Market,

  • M.H.A. Erdinç
  • Journal of Financial Management and Analysis,
  • 2005
1 Excerpt

IMKB-100 Endeksinin Yönünün Yapay Sinirağları Hata Geriye Yayma Yöntemiyle Tahmin Edilmesi,

  • A. I. Diler
  • IMKB Dergisi,
  • 2003

Non-linear forecasts of stock returns ,

  • A. Kanas
  • Journal of Forecasting, vol. 22,
  • 2003
1 Excerpt

D

  • P.K.H. Pahua
  • Ming and W. Lin, “Neural Network with Genetically…
  • 2001

The Impact of Neural Networks in Finance,

  • P. R. Burell, B. O. Florin
  • Neural Computing and Applications,
  • 1997
2 Excerpts

A Meta-analysis of Financial Applications of Neural Networks,

  • F. Zadehi
  • International Journal of Computational…
  • 1996
1 Excerpt

Intelligent Decision Support Methods: The Science of Knowledge

  • R.Stein, V. Dhar
  • 1996
1 Excerpt

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