Long-term time series prediction using wrappers for variable selection and clustering for data partition

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371450 ◽

2007 ◽

Cited By ~ 3

Author(s):

Wilfredo J. Puma-Villanueva ◽

Euripedes P. dos Santos ◽

Fernando J. Von Zuben

Keyword(s):

Time Series ◽

Variable Selection ◽

Time Series Prediction ◽

Data Partition

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Data partition and variable selection for time series prediction using wrappers

The 2006 IEEE International Joint Conference on Neural Network Proceedings ◽

10.1109/ijcnn.2006.1716758 ◽

2006 ◽

Author(s):

W.J. Puma-Villanueva ◽

E.P. dos Santos ◽

F.J. Von Zuben

Keyword(s):

Time Series ◽

Variable Selection ◽

Time Series Prediction ◽

Data Partition ◽

Selection For

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Data partition and variable selection for time series prediction using wrappers

The 2006 IEEE International Joint Conference on Neural Network Proceedings ◽

10.1109/ijcnn.2006.247129 ◽

2006 ◽

Cited By ~ 1

Author(s):

W.J. Puma-Villanueva ◽

E.P. dos Santos ◽

F.J. Von Zuben

Keyword(s):

Time Series ◽

Variable Selection ◽

Time Series Prediction ◽

Data Partition ◽

Selection For

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Long-term time-series prediction using radial basis function neural networks

10.1063/1.4912958 ◽

2015 ◽

Cited By ~ 1

Author(s):

Alex Alexandridis ◽

Ioannis Th. Famelis ◽

Charalambos Tsitouras

Keyword(s):

Neural Networks ◽

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis

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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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Fast variable selection for memetracker phrases time series prediction

Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '12 ◽

10.1145/2413097.2413156 ◽

2012 ◽

Author(s):

Yoan Miche ◽

Tatiana Chistiakova ◽

Anton Akusok ◽

Amaury Lendasse ◽

Rui Nian ◽

...

Keyword(s):

Time Series ◽

Variable Selection ◽

Time Series Prediction ◽

Fast Variable ◽

Selection For

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A Study on Long-Term Fluctuation Estimator in Time-Series Prediction Network

Transactions of the Society of Instrument and Control Engineers ◽

10.9746/sicetr1965.38.333 ◽

2002 ◽

Vol 38 (3) ◽

pp. 333-335 ◽

Cited By ~ 1

Author(s):

Takayuki FURUYA ◽

Hajime KANADA ◽

Takehiko OGAWA

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Term Fluctuation

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Mutual Information Based Input Variable Selection Algorithm and Wavelet Neural Network for Time Series Prediction

Artificial Neural Networks - ICANN 2008 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-87536-9_82 ◽

2008 ◽

pp. 798-807 ◽

Cited By ~ 4

Author(s):

Rashidi Khazaee Parviz ◽

Mozayani Nasser ◽

M. R. Jahed Motlagh

Keyword(s):

Neural Network ◽

Time Series ◽

Mutual Information ◽

Variable Selection ◽

Time Series Prediction ◽

Wavelet Neural Network ◽

Selection Algorithm

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A Recurrent-Cascade-Neural network- nonlinear autoregressive networks with exogenous inputs (NARX) approach for long-term time-series prediction of wave height based on wave characteristics measurements

Ocean Engineering ◽

10.1016/j.oceaneng.2021.109958 ◽

2021 ◽

Vol 240 ◽

pp. 109958

Author(s):

Yehia Miky ◽

Mosbeh R. Kaloop ◽

Mohamed T. Elnabwy ◽

Ahmad Baik ◽

Ahmed Alshouny

Keyword(s):

Neural Network ◽

Time Series ◽

Wave Height ◽

Time Series Prediction ◽

Wave Characteristics ◽

Cascade Neural Network ◽

Nonlinear Autoregressive

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A genetic-based input variable selection algorithm using mutual information and wavelet network for time series prediction

2008 IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2008.4811607 ◽

2008 ◽

Cited By ~ 3

Author(s):

Parviz Rashidi Khazaee ◽

N. Mozayani ◽

M.R. Jahed Motlagh

Keyword(s):

Time Series ◽

Mutual Information ◽

Variable Selection ◽

Time Series Prediction ◽

Wavelet Network ◽

Selection Algorithm

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Double quantization of the regressor space for long-term time series prediction: method and proof of stability

Neural Networks ◽

10.1016/j.neunet.2004.08.008 ◽

2004 ◽

Vol 17 (8-9) ◽

pp. 1169-1181 ◽

Cited By ~ 12

Author(s):

Geoffroy Simon ◽

Amaury Lendasse ◽

Marie Cottrell ◽

Jean-Claude Fort ◽

Michel Verleysen

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Prediction Method ◽

Double Quantization

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