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A New Architecture Selection Strategy in Solving Seasonal Autoregressive Time Series by Artificial Neural Networks
Abstract
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Keywords
References
- Aladag, C. H. and Egrioglu, E. A forecasting study of time series based on the artificial neural Networks, Proceedings of 14th Statistical Research Conference 2005, 397-406, 2005. [2] Buhamra, S., Smaoui, N. and Gabr, M. The Box-Jenkins analysis and neural networks: Prediction and time series modelling, Applied Mathematical Modelling 27, 805–815, 2003. [3] Egrioglu, E., Aladag, C. H. and Gunay, S. A new model selection strategy in artificial neural networks, Applied Mathematics and Computation 195, 591–597, 2008.
- Gunay, S., Egrioglu, E. and Aladag, C. H. Introduction to single variable time series analysis (Hacettepe University Press, 2007).
- Hecth-Nielsen, R. Neurocomputing (Addison-Wesley, Menlo Park, CA., 1990).
- Hwrang, H. B. Insights into neural network forecasting of the time series corresponding to ARMA(p,q) structures, The International Journal of Management Science 29, 273–289, 2001. [7] Kang, S. An Investigation of the use of feedforward neural networks for forecasting (PhD. Thesis, Kent State University, 1991).
- Lachtermacher, G. and Fuller, J. D. Backpropagation in time-series forecasting, Journal of Forecastinng 14, 381–393, 1995.
- Lippmann, R. P. An introduction to computing with neural nets, IEEE ASSP Magazine, April, 4–22, 1987.
- Picton, P. D. Introduction to Neural Networks (Macmillan Press Ltd., 1994).
- Sharda, R. and Patil, R .B. Connectionist approach to time series prediction: An emprical test, Journal of Intelligent Manufacturing 3, 317–323, 1991.
Details
Primary Language
Turkish
Subjects
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Journal Section
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Publication Date
February 1, 2008
Submission Date
May 12, 2014
Acceptance Date
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Published in Issue
Year 2008 Volume: 37 Number: 2
APA
Aladag, C. H., Egrioglu, E., & Günay, S. (2008). A New Architecture Selection Strategy in Solving Seasonal Autoregressive Time Series by Artificial Neural Networks. Hacettepe Journal of Mathematics and Statistics, 37(2), 185-200. https://izlik.org/JA52RF58SE
AMA
1.Aladag CH, Egrioglu E, Günay S. A New Architecture Selection Strategy in Solving Seasonal Autoregressive Time Series by Artificial Neural Networks. Hacettepe Journal of Mathematics and Statistics. 2008;37(2):185-200. https://izlik.org/JA52RF58SE
Chicago
Aladag, C. H., E. Egrioglu, and S. Günay. 2008. “A New Architecture Selection Strategy in Solving Seasonal Autoregressive Time Series by Artificial Neural Networks”. Hacettepe Journal of Mathematics and Statistics 37 (2): 185-200. https://izlik.org/JA52RF58SE.
EndNote
Aladag CH, Egrioglu E, Günay S (February 1, 2008) A New Architecture Selection Strategy in Solving Seasonal Autoregressive Time Series by Artificial Neural Networks. Hacettepe Journal of Mathematics and Statistics 37 2 185–200.
IEEE
[1]C. H. Aladag, E. Egrioglu, and S. Günay, “A New Architecture Selection Strategy in Solving Seasonal Autoregressive Time Series by Artificial Neural Networks”, Hacettepe Journal of Mathematics and Statistics, vol. 37, no. 2, pp. 185–200, Feb. 2008, [Online]. Available: https://izlik.org/JA52RF58SE
ISNAD
Aladag, C. H. - Egrioglu, E. - Günay, S. “A New Architecture Selection Strategy in Solving Seasonal Autoregressive Time Series by Artificial Neural Networks”. Hacettepe Journal of Mathematics and Statistics 37/2 (February 1, 2008): 185-200. https://izlik.org/JA52RF58SE.
JAMA
1.Aladag CH, Egrioglu E, Günay S. A New Architecture Selection Strategy in Solving Seasonal Autoregressive Time Series by Artificial Neural Networks. Hacettepe Journal of Mathematics and Statistics. 2008;37:185–200.
MLA
Aladag, C. H., et al. “A New Architecture Selection Strategy in Solving Seasonal Autoregressive Time Series by Artificial Neural Networks”. Hacettepe Journal of Mathematics and Statistics, vol. 37, no. 2, Feb. 2008, pp. 185-00, https://izlik.org/JA52RF58SE.
Vancouver
1.C. H. Aladag, E. Egrioglu, S. Günay. A New Architecture Selection Strategy in Solving Seasonal Autoregressive Time Series by Artificial Neural Networks. Hacettepe Journal of Mathematics and Statistics [Internet]. 2008 Feb. 1;37(2):185-200. Available from: https://izlik.org/JA52RF58SE