A Hybrid Neural Network and Box-Jenkins Models for Time Series Forecasting

Computers Materials & Continua ◽

10.32604/cmc.2022.017824 ◽

2022 ◽

Vol 70 (3) ◽

pp. 4829-4845

Author(s):

Mohammad Hadwan ◽

Basheer M. Al-Maqaleh ◽

Fuad N. Al-Badani ◽

Rehan Ullah Khan ◽

Mohammed A. Al-Hagery

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting ◽

Hybrid Neural Network

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Hybrid neural network models for hydrologic time series forecasting

Applied Soft Computing ◽

10.1016/j.asoc.2006.03.002 ◽

2007 ◽

Vol 7 (2) ◽

pp. 585-592 ◽

Author(s):

Ashu Jain ◽

Avadhnam Madhav Kumar

Keyword(s):

Neural Network ◽

Time Series ◽

Network Models ◽

Time Series Forecasting ◽

Neural Network Models ◽

Hybrid Neural Network ◽

Hydrologic Time Series

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Triple-Stage Attention-Based Multiple Parallel Connection Hybrid Neural Network Model for Conditional Time Series Forecasting

IEEE Access ◽

10.1109/access.2021.3059861 ◽

2021 ◽

Vol 9 ◽

pp. 29165-29179

Author(s):

Yepeng Cheng ◽

Yasuhiko Morimoto

Keyword(s):

Neural Network ◽

Time Series ◽

Network Model ◽

Neural Network Model ◽

Time Series Forecasting ◽

Parallel Connection ◽

Hybrid Neural Network ◽

Conditional Time

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Hybrid Neural Network Models for Hydrologic Time Series Forecasting Based on Genetic Algorithm

2011 Fourth International Joint Conference on Computational Sciences and Optimization ◽

10.1109/cso.2011.147 ◽

2011 ◽

Author(s):

Ganji Huang ◽

Lingzhi Wang

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Time Series ◽

Network Models ◽

Time Series Forecasting ◽

Neural Network Models ◽

Hybrid Neural Network ◽

Hydrologic Time Series

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A hybrid neural network model for marine dissolved oxygen concentrations time-series forecasting based on multi-factor analysis and a multi-model ensemble

Engineering ◽

10.1016/j.eng.2020.10.023 ◽

2021 ◽

Author(s):

Hui Liu ◽

Rui Yang ◽

Zhu Duan ◽

Haiping Wu

Keyword(s):

Neural Network ◽

Time Series ◽

Factor Analysis ◽

Dissolved Oxygen ◽

Network Model ◽

Neural Network Model ◽

Time Series Forecasting ◽

Model Ensemble ◽

Hybrid Neural Network ◽

Oxygen Concentrations

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Particle Swarm optimization based Neural Network Model for Chaotic Time Series Forecasting

2020 12th International Conference on Advanced Computational Intelligence (ICACI) ◽

10.1109/icaci49185.2020.9177737 ◽

2020 ◽

Author(s):

Xin Li ◽

Weijie Ren ◽

Jingying Zhao ◽

Min Han

Keyword(s):

Neural Network ◽

Time Series ◽

Particle Swarm Optimization ◽

Network Model ◽

Neural Network Model ◽

Particle Swarm ◽

Time Series Forecasting ◽

Chaotic Time Series ◽

Swarm Optimization

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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 ◽

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 ◽

Artificial Neural

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PSO based neural network for time series forecasting

2009 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2009.5178707 ◽

2009 ◽

Author(s):

Girish K. Jha ◽

Parimala Thulasiraman ◽

Ruppa K. Thulasiram

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting

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Long Short-Term Memory Neural Network (LSTM-NN) for Aquifer Level Time Series Forecasting Using in-Situ Piezometric Observations

Journal of Hydrology ◽

10.1016/j.jhydrol.2021.126800 ◽

2021 ◽

pp. 126800

Author(s):

Ryan Solgi ◽

Hugo A. Loáiciga ◽

Mark Kram

Keyword(s):

Neural Network ◽

Time Series ◽

Short Term Memory ◽

Time Series Forecasting ◽

Term Memory ◽

Long Short Term Memory

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Financial Time Series Forecasting with Multi-Modality Graph Neural Network

Pattern Recognition ◽

10.1016/j.patcog.2021.108218 ◽

2021 ◽

pp. 108218

Author(s):

Dawei Cheng ◽

Fangzhou Yang ◽

Sheng Xiang ◽

Jin Liu

Keyword(s):

Neural Network ◽

Time Series ◽

Financial Time Series ◽

Time Series Forecasting ◽

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Ridge Polynomial Neural Network with Error Feedback for Time Series Forecasting

PLoS ONE ◽

10.1371/journal.pone.0167248 ◽

2016 ◽

Vol 11 (12) ◽

pp. e0167248 ◽

Author(s):

Waddah Waheeb ◽

Rozaida Ghazali ◽

Tutut Herawan

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting ◽

Error Feedback ◽

Polynomial Neural Network

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