A New Look at Nonlinear Time Series Prediction with NARX Recurrent Neural Network

2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06) ◽

10.1109/sbrn.2006.7 ◽

2006 ◽

Cited By ~ 6

Author(s):

Jose P. Menezes Jr. ◽

Guilherme Barreto

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Nonlinear Time Series ◽

New Look

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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 ◽

Cited By ~ 1

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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A recurrent neural network for nonlinear time series prediction-a comparative study

Neural Networks for Signal Processing II Proceedings of the 1992 IEEE Workshop ◽

10.1109/nnsp.1992.253659 ◽

2003 ◽

Cited By ~ 4

Author(s):

S.S. Rao ◽

S. Sethuraman ◽

V. Ramamurti

Keyword(s):

Neural Network ◽

Time Series ◽

Comparative Study ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Nonlinear Time Series

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Time Series Prediction of E-nose Sensor Drift Based on Deep Recurrent Neural Network

2019 Chinese Control Conference (CCC) ◽

10.23919/chicc.2019.8866168 ◽

2019 ◽

Author(s):

Qingfeng Wang ◽

Haiying Qi ◽

Fan Liu

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Deep Recurrent Neural Network ◽

Sensor Drift

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Nonlinear Time Series Prediction Based on the Dynamic Characteristics Clustering Neural Network

2015 Sixth International Conference on Intelligent Systems Design and Engineering Applications (ISDEA) ◽

10.1109/isdea.2015.136 ◽

2015 ◽

Author(s):

Lin Yi

Keyword(s):

Neural Network ◽

Time Series ◽

Dynamic Characteristics ◽

Time Series Prediction ◽

Nonlinear Time Series

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A New Recurrent Neural Network Learning Algorithm for Time Series Prediction

Journal of Intelligent Systems ◽

10.1515/jisys.1997.7.1-2.103 ◽

1997 ◽

Vol 7 (1-2) ◽

Cited By ~ 2

Author(s):

P.G. Madhavan

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Learning Algorithm ◽

Time Series Prediction ◽

Neural Network Learning ◽

Network Learning

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Fuzzy Time Series Prediction Method Based on Fuzzy Recurrent Neural Network

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/11893257_95 ◽

2006 ◽

pp. 860-869 ◽

Cited By ~ 6

Author(s):

Rafik Aliev ◽

Bijan Fazlollahi ◽

Rashad Aliev ◽

Babek Guirimov

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Prediction Method ◽

Fuzzy Time Series

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DSTP-RNN: A dual-stage two-phase attention-based recurrent neural network for long-term and multivariate time series prediction

Expert Systems with Applications ◽

10.1016/j.eswa.2019.113082 ◽

2020 ◽

Vol 143 ◽

pp. 113082 ◽

Cited By ~ 12

Author(s):

Yeqi Liu ◽

Chuanyang Gong ◽

Ling Yang ◽

Yingyi Chen

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Multivariate Time Series ◽

Two Phase ◽

Dual Stage

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Time Series Prediction Method Based on Variant LSTM Recurrent Neural Network

Neural Processing Letters ◽

10.1007/s11063-020-10319-3 ◽

2020 ◽

Vol 52 (2) ◽

pp. 1485-1500

Author(s):

Jiaojiao Hu ◽

Xiaofeng Wang ◽

Ying Zhang ◽

Depeng Zhang ◽

Meng Zhang ◽

...

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Prediction Method

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Physical time-series prediction using second-order pipelined recurrent neural network

Proceedings 2002 IEEE International Conference on Artificial Intelligence Systems (ICAIS 2002) ◽

10.1109/icais.2002.1048091 ◽

2003 ◽

Cited By ~ 4

Author(s):

A. Hussain

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Second Order ◽

Physical Time

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Echo in a small-world reservoir: Time-series prediction using an economical recurrent neural network

2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob) ◽

10.1109/devlrn.2017.8329797 ◽

2017 ◽

Cited By ~ 2

Author(s):

Yuji Kawai ◽

Tatsuya Tokuno ◽

Jihoon Park ◽

Minoru Asada

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Small World

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