Recurrent Multiplicative Neuron Model Artificial Neural Network for Non-linear Time Series Forecasting

Erol Egrioglu; Ufuk Yolcu; Cagdas Hakan Aladag; Eren Bas

doi:10.1007/s11063-014-9342-0

Recurrent Multiplicative Neuron Model Artificial Neural Network for Non-linear Time Series Forecasting

Neural Processing Letters ◽

10.1007/s11063-014-9342-0 ◽

2014 ◽

Vol 41 (2) ◽

pp. 249-258 ◽

Cited By ~ 24

Author(s):

Erol Egrioglu ◽

Ufuk Yolcu ◽

Cagdas Hakan Aladag ◽

Eren Bas

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Neuron Model ◽

Linear Time ◽

Time Series Forecasting ◽

Non Linear ◽

Artificial Neural

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Recurrent Multiplicative Neuron Model Artificial Neural Network for Non-linear Time Series Forecasting

Procedia - Social and Behavioral Sciences ◽

10.1016/j.sbspro.2013.12.593 ◽

2014 ◽

Vol 109 ◽

pp. 1094-1100 ◽

Cited By ~ 16

Author(s):

Erol Egrioglu ◽

Ufuk Yolcu ◽

Cagdas Hakan Aladag ◽

Eren Bas

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Neuron Model ◽

Linear Time ◽

Time Series Forecasting ◽

Non Linear ◽

Artificial Neural

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Threshold single multiplicative neuron artificial neural networks for non-linear time series forecasting

Journal of Applied Statistics ◽

10.1080/02664763.2020.1869702 ◽

2021 ◽

pp. 1-17

Author(s):

Asiye Nur Yildirim ◽

Eren Bas ◽

Erol Egrioglu

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Linear Time ◽

Time Series Forecasting ◽

Non Linear ◽

Artificial Neural

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Fuzzy artificial neural network (p, d, q) model for incomplete financial time series forecasting

Journal of Intelligent & Fuzzy Systems ◽

10.3233/ifs-130775 ◽

2014 ◽

Vol 26 (2) ◽

pp. 831-845 ◽

Cited By ~ 16

Author(s):

Mehdi Khashei ◽

Mehdi Bijari

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Financial Time Series ◽

Time Series Forecasting ◽

Financial Time ◽

Q Model ◽

Artificial Neural

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Inter-comparison of Artificial Neural Network Algorithms for Time Series Forecasting: Predicting Indian Financial Markets

International Journal of Computer Applications ◽

10.5120/ijca2017913249 ◽

2017 ◽

Vol 162 (2) ◽

pp. 1-13

Author(s):

Shilpa Amit ◽

G. T. ◽

Madhuri Rao

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Financial Markets ◽

Time Series Forecasting ◽

Network Algorithms ◽

Artificial Neural

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A scaly artificial neural network for speaker independent isolated word recognition using non-linear time alignment

Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94) ◽

10.1109/icnn.1994.374983 ◽

2002 ◽

Author(s):

M.J. Creaney ◽

R.N. Gorgui-Naguib

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Word Recognition ◽

Linear Time ◽

Time Alignment ◽

Speaker Independent ◽

Non Linear ◽

Isolated Word ◽

Artificial Neural ◽

Isolated Word Recognition

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A factor — Artificial neural network model for time series forecasting: The case of South Africa

2014 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2014.6889759 ◽

2014 ◽

Cited By ~ 2

Author(s):

Ali Babikir ◽

Henry Mwambi

Keyword(s):

Neural Network ◽

South Africa ◽

Time Series ◽

Artificial Neural Network ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Time Series Forecasting ◽

Artificial Neural

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Model dissection from earthquake time series: A comparative analysis using modern non-linear forecasting and artificial neural network approaches

Computers & Geosciences ◽

10.1016/j.cageo.2007.11.011 ◽

2009 ◽

Vol 35 (2) ◽

pp. 191-204 ◽

Cited By ~ 25

Author(s):

S. Sri Lakshmi ◽

R.K. Tiwari

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Comparative Analysis ◽

Non Linear ◽

Artificial Neural ◽

Network Approaches

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Causal Method and Time Series Forecasting model based on Artificial Neural Network

International Journal of Computer Applications ◽

10.5120/13126-0482 ◽

2013 ◽

Vol 75 (7) ◽

pp. 37-42 ◽

Cited By ~ 2

Author(s):

Benkachcha. S ◽

Benhra. J ◽

El Hassani. H

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Time Series Forecasting ◽

Forecasting Model ◽

Model Based ◽

Artificial Neural

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A combination of artificial neural network and random walk models for financial time series forecasting

Neural Computing and Applications ◽

10.1007/s00521-013-1386-y ◽

2013 ◽

Vol 24 (6) ◽

pp. 1441-1449 ◽

Cited By ~ 59

Author(s):

Ratnadip Adhikari ◽

R. K. Agrawal

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Random Walk ◽

Financial Time Series ◽

Time Series Forecasting ◽

Financial Time ◽

Artificial Neural

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Optimizing the artificial neural network parameters using a biased random key genetic algorithm for time series forecasting

Applied Soft Computing ◽

10.1016/j.asoc.2021.107091 ◽

2021 ◽

Vol 102 ◽

pp. 107091

Author(s):

Zeynep Idil Erzurum Cicek ◽

Zehra Kamisli Ozturk

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Time Series ◽

Artificial Neural Network ◽

Time Series Forecasting ◽

Network Parameters ◽

Artificial Neural

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