Forecast studies for financial markets using technical analysis

Proceedings of the 5th International Conference on Control and Automation, ICCA'05

Volumn , Issue , 2005, Pages 259-264

  Nagarajan, Vinit ^a   Wu, Ying ^a   Liu, Min ^a   Wang, Qing Guo ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

FINANCIAL MARKETS; FOREIGN EXCHANGE MARKETS; MEAN SQUARE ERRORS; PRICES;

COSTS; ERRORS; INDUSTRIAL ECONOMICS; MARKETING; NEURAL NETWORKS; TIME SERIES ANALYSIS;

FORECASTING;

EID: 27844497443     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. J. Camey and P. Cunningham (1996), "Neural networks and currency exchange rate prediction", Trinity College Working Paper, Foresight Business Journal web page, (www.maths.tcd.ie /pub/fbj/forex4.htm).
2. B.C. Malkiel, "A Random walk down Wall Street". New York: W.W.Norton, 1973.
3. C. Bellgard and P. Goldschmidt., "Forecasting foreign exchange rates: Random Walk Hypothesis, linearity and data frequency ", 12th Annual Australasian Finance & Banking Conference, University of New South Wales, pp 1-18, 1999.
4. I. Kaastra and M. Boyd, "Designing a neural network for forecasting financial and economic time series", Neurocomputing, Vol 10, pp 215-236, 1996.
5. X. Zhang and J. Hutchinson, "Simple architectures on fast machines: practical issues in nonlinear time series prediction" in A. S. Weigend and N. A. Gershenfeld, editors, Time Series Prediction: Forecasting the Future and Understanding the Past, Santa Fe Institute, Addison-Wesley, 1994.
6. M.C. Mozer, "Neural Net Architectures for Temporal Sequence Processing", in A. S. Weigend and N. A. Gershenfeld, editors, Time Series Prediction: Forecasting the Future and Understanding the Past, Santa Fe Institute, Addison-Wesley, 1994.
7. A.Refenes, M.Azema-Barac, L.Chen and S. Karoussos, "Currency Exchange Rate Prediction and Neural Network Design Strategies", Neural Computing and Applications, vol 1, pp 46-58, 1993.
8. J. Yao, Y. L. Li and C. L. Tan, "Forecasting the exchange rates of CHF vs USD using neural networks", CD-ROM Textbook on Financial Analysis, INNS Press, 1999.
9. L. Anastasakis and N.Mort, "Neural Network based prediction of the USD/GBP exchange rate: the utilization of data compression techniques for input dimension reduction", presented at the Department of Automatic Control, Zlin, Czech Republic, September 2-3, 2000.
10. N. Gradojevic. and J.Yang, "The Application of Artificial Neural Networks to Exchange Rate Forecasting: The Role of Market Microstructure Variables", Bank of Canada, Working paper, 2000.
11. S. Singh and J. Fieldsend, "Pattern Matching and Neural Networks based Hybrid Forecasting system", Proceedings of the International Conference on Advances in pattern recognition, Rio, pp 72-82, 2001.