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Journals
Journal of Artificial Intelligence and Soft Computing Research
Volume 8 (2018): Issue 2 (April 2018)
Open Access
An ARMA Type Pi-Sigma Artificial Neural Network for Nonlinear Time Series Forecasting
Esra Akdeniz
Esra Akdeniz
,
Erol Egrioglu
Erol Egrioglu
,
Eren Bas
Eren Bas
and
Ufuk Yolcu
Ufuk Yolcu
| Nov 01, 2017
Journal of Artificial Intelligence and Soft Computing Research
Volume 8 (2018): Issue 2 (April 2018)
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Published Online:
Nov 01, 2017
Page range:
121 - 132
Received:
Mar 03, 2017
Accepted:
Mar 22, 2017
DOI:
https://doi.org/10.1515/jaiscr-2018-0009
Keywords
High order artificial neural networks
,
pi-sigma neural network
,
forecasting
,
recurrent neural network
,
Particle Swarm Optimization
© 2018 Esra Akdeniz et al., published by De Gruyter Open
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
Esra Akdeniz
Department of Biostatistics, Medical Faculty, Marmara University
Istanbul, Turkey
Erol Egrioglu
Department of Statistics, Faculty of Arts and Science, Forecast Research Laboratory, Giresun University
Giresun, Turkey
Eren Bas
Department of Statistics, Faculty of Arts and Science, Forecast Research Laboratory, Giresun University
Giresun, Turkey
Ufuk Yolcu
Department of Econometrics, Faculty of Economic and Administrative Sciences, Forecast Research Laboratory, Giresun University
Giresun, Turkey