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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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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Neural Network Model Selection for Financial Time Series Prediction

Computational Statistics ◽

10.1007/s001800100078 ◽

2001 ◽

Vol 16 (3) ◽

pp. 451-463 ◽

Author(s):

Francesco Virili ◽

Bernd Freisleben

Keyword(s):

Neural Network ◽

Time Series ◽

Model Selection ◽

Network Model ◽

Neural Network Model ◽

Financial Time Series ◽

Time Series Prediction ◽

Financial Time ◽

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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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Neural network ensembles for time series forecasting

Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 ◽

10.1145/1569901.1570067 ◽

2009 ◽

Author(s):

Victor M. Landassuri-Moreno ◽

John A. Bullinaria

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting ◽

Neural Network Ensembles ◽

Network Ensembles

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Artificial neural network ensembles in time series forecasting: an application of rainfall forecasting in Sri Lanka

International Journal on Advances in ICT for Emerging Regions (ICTer) ◽

10.4038/icter.v6i2.7151 ◽

2014 ◽

Vol 6 (2) ◽

Author(s):

Harshani R. K. Nagahamulla ◽

Uditha R. Ratnayake ◽

Asanga Ratnaweera

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Sri Lanka ◽

Time Series Forecasting ◽

Rainfall Forecasting ◽

Artificial Neural ◽

Neural Network Ensembles ◽

Network Ensembles

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Financial Time Series Forecast Using Neural Network Ensembles

Lecture Notes in Computer Science - Advances in Swarm Intelligence ◽

10.1007/978-3-642-21515-5_57 ◽

2011 ◽

pp. 480-488 ◽

Author(s):

Anupam Tarsauliya ◽

Rahul Kala ◽

Ritu Tiwari ◽

Anupam Shukla

Keyword(s):

Neural Network ◽

Time Series ◽

Financial Time Series ◽

Time Series Forecast ◽

Financial Time ◽

Neural Network Ensembles ◽

Network Ensembles

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A POD-Based Center Selection for RBF Neural Network in Time Series Prediction Problems

Adaptive and Natural Computing Algorithms - Lecture Notes in Computer Science ◽

10.1007/978-3-540-71629-7_22 ◽

2007 ◽

pp. 189-198 ◽

Author(s):

Wenbo Zhang ◽

Xinchen Guo ◽

Chaoyong Wang ◽

Chunguo Wu

Keyword(s):

Neural Network ◽

Time Series ◽

Rbf Neural Network ◽

Time Series Prediction ◽

Selection For ◽

Prediction Problems

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Adaptive model selection for time series prediction in wireless sensor networks

Signal Processing ◽

10.1016/j.sigpro.2007.05.015 ◽

2007 ◽

Vol 87 (12) ◽

pp. 3010-3020 ◽

Author(s):

Yann-Aël Le Borgne ◽

Silvia Santini ◽

Gianluca Bontempi

Keyword(s):

Time Series ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Model Selection ◽

Time Series Prediction ◽

Wireless Sensor ◽

Adaptive Model ◽

Adaptive Model Selection ◽

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Deep Neural Network Ensembles for Time Series Classification

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8852316 ◽

2019 ◽

Author(s):

Hassan Ismail Fawaz ◽

Germain Forestier ◽

Jonathan Weber ◽

Lhassane Idoumghar ◽

Pierre-Alain Muller

Keyword(s):

Neural Network ◽

Time Series ◽

Deep Neural Network ◽

Time Series Classification ◽

Neural Network Ensembles ◽

Network Ensembles

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Time series forecasting with neural network ensembles: an application for exchange rate prediction

Journal of the Operational Research Society ◽

10.1057/palgrave.jors.2601133 ◽

2001 ◽

Vol 52 (6) ◽

pp. 652-664 ◽

Author(s):

G P Zhang ◽

V L Berardi

Keyword(s):

Neural Network ◽

Time Series ◽

Exchange Rate ◽

Time Series Forecasting ◽

Rate Prediction ◽

Exchange Rate Prediction ◽

Neural Network Ensembles ◽

Network Ensembles

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