Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction

Neurocomputing ◽

10.1016/j.neucom.2014.05.062 ◽

2014 ◽

Vol 143 ◽

pp. 302-311 ◽

Author(s):

Christopher Smith ◽

Yaochu Jin

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Multi Objective ◽

Neural Network Ensembles ◽

Network Ensembles

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An evaluation of neural network ensembles and model selection for time series prediction

The 2010 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2010.5596686 ◽

2010 ◽

Author(s):

Devon K. Barrow ◽

Sven F. Crone ◽

Nikolaos Kourentzes

Keyword(s):

Neural Network ◽

Time Series ◽

Model Selection ◽

Time Series Prediction ◽

Selection For ◽

Neural Network Ensembles ◽

Network Ensembles

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Neural Network Ensembles for Time Series Prediction

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371129 ◽

2007 ◽

Author(s):

Dymitr Ruta ◽

Bogdan Gabrys

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Prediction ◽

Neural Network Ensembles ◽

Network Ensembles

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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 ◽

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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) ◽

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 ◽

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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Radar-based Road User Classification and Novelty Detection with Recurrent Neural Network Ensembles

2019 IEEE Intelligent Vehicles Symposium (IV) ◽

10.1109/ivs.2019.8813773 ◽

2019 ◽

Author(s):

Nicolas Scheiner ◽

Nils Appenrodt ◽

Jurgen Dickmann ◽

Bernhard Sick

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Novelty Detection ◽

Road User ◽

User Classification ◽

Neural Network Ensembles ◽

Network Ensembles

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EVOLUTIONARY MULTI-OBJECTIVE OPTIMIZATION APPROACH TO CONSTRUCTING NEURAL NETWORK ENSEMBLES FOR REGRESSION

Applications of Multi-Objective Evolutionary Algorithms - Advances in Natural Computation ◽

10.1142/9789812567796_0027 ◽

2004 ◽

pp. 635-673 ◽

Author(s):

Yaochu Jin ◽

Tatsuya Okabe ◽

Bernhard Sendhoff

Keyword(s):

Neural Network ◽

Optimization Approach ◽

Multi Objective Optimization ◽

Multi Objective ◽

Neural Network Ensembles ◽

Network Ensembles

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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 ◽

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 ◽

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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 ◽

Author(s):

A. Hussain

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Second Order ◽

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