Composite Recurrent Neural Networks for Long-Term Prediction of Highly-Dynamic Time Series Supported by Wavelet Decomposition

Studies in Computational Intelligence - Soft Computing for Intelligent Control and Mobile Robotics ◽

10.1007/978-3-642-15534-5_16 ◽

2010 ◽

pp. 253-268 ◽

Author(s):

Pilar Gomez-Gil ◽

Angel Garcia-Pedrero ◽

Juan Manuel Ramirez-Cortes

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Wavelet Decomposition ◽

Term Prediction ◽

Dynamic Time ◽

Long Term Prediction

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Long-term prediction of hydraulic system dynamics via structured recurrent neural networks

2011 IEEE International Conference on Mechatronics ◽

10.1109/icmech.2011.5971305 ◽

2011 ◽

Author(s):

Ergin Kilic ◽

Melik Dolen ◽

A. Bugra Koku

Keyword(s):

Neural Networks ◽

System Dynamics ◽

Recurrent Neural Networks ◽

Hydraulic System ◽

Term Prediction ◽

Long Term Prediction

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Recurrent neural networks for long-term prediction in machine condition monitoring

Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference (IEEE Cat. No.04CH37510) ◽

10.1109/imtc.2004.1351492 ◽

2004 ◽

Author(s):

A. Malhi ◽

R.X. Gao

Keyword(s):

Neural Networks ◽

Condition Monitoring ◽

Recurrent Neural Networks ◽

Machine Condition ◽

Machine Condition Monitoring ◽

Term Prediction ◽

Long Term Prediction

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Long-Term Prediction of Vehicle Trajectory Using Recurrent Neural Networks

IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2019.8927604 ◽

2019 ◽

Author(s):

Abdelmoudjib Benterki ◽

Vincent Judalet ◽

Maaoui Choubeila ◽

Moussa Boukhnifer

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Term Prediction ◽

Vehicle Trajectory ◽

Long Term Prediction

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Multiscale BiLinear Recurrent Neural Networks and Their Application to the Long-Term Prediction of Network Traffic

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11760191_29 ◽

2006 ◽

pp. 196-201 ◽

Author(s):

Dong-Chul Park ◽

Chung Nguyen Tran ◽

Yunsik Lee

Keyword(s):

Neural Networks ◽

Network Traffic ◽

Recurrent Neural Networks ◽

Term Prediction ◽

Long Term Prediction

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Long-term prediction models based on mixed order locally recurrent neural networks

Computers & Chemical Engineering ◽

10.1016/s0098-1354(97)00269-x ◽

1998 ◽

Vol 22 (7-8) ◽

pp. 1051-1063 ◽

Author(s):

J. Zhang ◽

A.J. Morris ◽

E.B. Martin

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Prediction Models ◽

Term Prediction ◽

Mixed Order ◽

Locally Recurrent ◽

Long Term Prediction

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A novel approach for training neural networks for long-term prediction

IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339) ◽

10.1109/ijcnn.1999.832609 ◽

2003 ◽

Author(s):

S. Hashem ◽

Z.H. Ashour ◽

E.F. Abdel Gawad ◽

A. Abdel Hakeem

Keyword(s):

Neural Networks ◽

Term Prediction ◽

Novel Approach ◽

Long Term Prediction

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Input Selection for Long-Term Prediction of Time Series

Computational Intelligence and Bioinspired Systems - Lecture Notes in Computer Science ◽

10.1007/11494669_123 ◽

2005 ◽

pp. 1002-1009 ◽

Author(s):

Jarkko Tikka ◽

Jaakko Hollmén ◽

Amaury Lendasse

Keyword(s):

Time Series ◽

Input Selection ◽

Term Prediction ◽

Selection For ◽

Long Term Prediction

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Long-Term Prediction of Time Series Using State-Space Models

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

10.1007/11840930_19 ◽

2006 ◽

pp. 181-190 ◽

Author(s):

Elia Liitiäinen ◽

Amaury Lendasse

Keyword(s):

Time Series ◽

State Space ◽

State Space Models ◽

Term Prediction ◽

Long Term Prediction

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Hidden Markov Models Based Approaches to Long-Term Prediction for Granular Time Series

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2018.2802924 ◽

2018 ◽

Vol 26 (5) ◽

pp. 2807-2817 ◽

Author(s):

Hongyue Guo ◽

Witold Pedrycz ◽

Xiaodong Liu

Keyword(s):

Time Series ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Term Prediction ◽

Long Term Prediction

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Comparison between Inverse Model and Chaos Time Series Inverse Model for Long-Term Prediction

Sustainability ◽

10.3390/su9060982 ◽

2017 ◽

Vol 9 (6) ◽

pp. 982 ◽

Author(s):

Young-Jin Kim

Keyword(s):

Time Series ◽

Inverse Model ◽

Term Prediction ◽

Long Term Prediction

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