Time Series Prediction with a Neural Network Model Based on Bi-directional Computation Style: An Analytical Study and Its Estimation on Acquired Signal Transformation

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss1987.122.10_1794 ◽

2002 ◽

Vol 122 (10) ◽

pp. 1794-1802

Author(s):

Hiroshi Wakuya ◽

Katsunori Shida

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Analytical Study ◽

Time Series Prediction ◽

Signal Transformation ◽

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Time series prediction with a neural network model based on bidirectional computation style: An analytical study and its estimation on acquired signal transformation

Electrical Engineering in Japan ◽

10.1002/eej.10232 ◽

2003 ◽

Vol 145 (3) ◽

pp. 50-60 ◽

Author(s):

Hiroshi Wakuya ◽

Katsunori Shida

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Analytical Study ◽

Time Series Prediction ◽

Signal Transformation ◽

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Time series prediction by a neural network model based on bi-directional computation style: A study on generalization performance with the computer-generated time series ?Data Set D?

Systems and Computers in Japan ◽

10.1002/scj.10264 ◽

2003 ◽

Vol 34 (10) ◽

pp. 64-75 ◽

Author(s):

Hiroshi Wakuya ◽

Katsunori Shida

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Time Series Data ◽

Time Series Prediction ◽

Series Data ◽

Data Set ◽

Generalization Performance ◽

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Time series prediction by a neural network model based on the bi-directional computation style

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium ◽

10.1109/ijcnn.2000.857901 ◽

2000 ◽

Author(s):

H. Wakuya ◽

J.M. Zurada

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Time Series Prediction ◽

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An adaptive local linear optimized radial basis functional neural network model for financial time series prediction

Neural Computing and Applications ◽

10.1007/s00521-015-2039-0 ◽

2015 ◽

Vol 28 (1) ◽

pp. 101-110 ◽

Author(s):

A. Patra ◽

S. Das ◽

S. N. Mishra ◽

M. R. Senapati

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Financial Time Series ◽

Time Series Prediction ◽

Financial Time ◽

Local Linear ◽

Radial Basis ◽

Functional Neural Network

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Enhanced RBF neural network model for time series prediction of solar cells panel depending on climate conditions (temperature and irradiance)

Neural Computing and Applications ◽

10.1007/s00521-016-2779-5 ◽

2016 ◽

Vol 30 (6) ◽

pp. 1757-1768 ◽

Author(s):

Mohammed Awad ◽

Ibrahim Qasrawi

Keyword(s):

Neural Network ◽

Time Series ◽

Solar Cells ◽

Network Model ◽

Neural Network Model ◽

Rbf Neural Network ◽

Time Series Prediction ◽

Climate Conditions

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Time Series Prediction Using Fuzzy Wavelet Neural Network Model

Artificial Neural Networks – ICANN 2006 - Lecture Notes in Computer Science ◽

10.1007/11840930_20 ◽

2006 ◽

pp. 191-200 ◽

Author(s):

Rahib H. Abiyev

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Time Series Prediction ◽

Wavelet Neural Network ◽

Fuzzy Wavelet Neural Network

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Bayesian Regularization Neural Network Model for Stock Time Series Prediction

International Journal of Performability Engineering ◽

10.23940/ijpe.19.12.p19.32713278 ◽

2019 ◽

Vol 15 (12) ◽

pp. 3271

Author(s):

Hou Yue ◽

Xie Bin ◽

Liu Heng

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Time Series Prediction ◽

Bayesian Regularization ◽

Bayesian Regularization Neural Network

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The Application of the Neural Network Model Inspired by the Immune System in Financial Time Series Prediction

2009 Second International Conference on Developments in eSystems Engineering ◽

10.1109/dese.2009.39 ◽

2009 ◽

Author(s):

Asmaa Mahdi ◽

Abir Jaafar Hussain ◽

Paulo Lisbo ◽

Dhiya Al-Jumeily

Keyword(s):

Neural Network ◽

Time Series ◽

Immune System ◽

Network Model ◽

Neural Network Model ◽

Financial Time Series ◽

Time Series Prediction ◽

Financial Time ◽

The Neural Network

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Convolutional neural network model based on 2D ECG data that preserves time series for diagnosing atrial fibrillation

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2021.31.1.021 ◽

2021 ◽

Vol 31 (1) ◽

pp. 21-27

Author(s):

Yongsun Yoon ◽

Jaekwang Kim

Keyword(s):

Neural Network ◽

Atrial Fibrillation ◽

Time Series ◽

Convolutional Neural Network ◽

Network Model ◽

Neural Network Model ◽

Model Based ◽

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Nonlinear time series prediction with a discrete-time recurrent neural network model

IJCNN-91-Seattle International Joint Conference on Neural Networks ◽

10.1109/ijcnn.1991.155485 ◽

2002 ◽

Author(s):

N.Z. Hakim ◽

J.J. Kaufmann ◽

G. Cerf ◽

H.E. Meadows

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Discrete Time ◽

Recurrent Neural Network ◽

Neural Network Model ◽

Time Series Prediction ◽

Nonlinear Time Series

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