A hybrid method for tuning neural network for time series forecasting

Proceedings of the 10th annual conference on Genetic and evolutionary computation - GECCO '08 ◽

10.1145/1389095.1389197 ◽

2008 ◽

Author(s):

Aranildo Rodrigues Lima Junior ◽

Tiago Alessandro Espínola Ferreira

Keyword(s):

Neural Network ◽

Time Series ◽

Hybrid Method ◽

Time Series Forecasting

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Artificial Neural Network and Monte Carlo Simulation in a Hybrid Method for Time Series Forecasting with Generation of L-Scenarios

2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld) ◽

10.1109/uic-atc-scalcom-cbdcom-iop-smartworld.2016.0110 ◽

2016 ◽

Cited By ~ 2

Author(s):

Juan Pablo Bermeo ◽

Hilda Castillo ◽

Xavier Armijos ◽

Diego Jara ◽

Felipe Sanchez ◽

...

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Monte Carlo Simulation ◽

Monte Carlo ◽

Hybrid Method ◽

Time Series Forecasting ◽

Artificial Neural

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Particle Swarm optimization based Neural Network Model for Chaotic Time Series Forecasting

2020 12th International Conference on Advanced Computational Intelligence (ICACI) ◽

10.1109/icaci49185.2020.9177737 ◽

2020 ◽

Author(s):

Xin Li ◽

Weijie Ren ◽

Jingying Zhao ◽

Min Han

Keyword(s):

Neural Network ◽

Time Series ◽

Particle Swarm Optimization ◽

Network Model ◽

Neural Network Model ◽

Particle Swarm ◽

Time Series Forecasting ◽

Chaotic Time Series ◽

Swarm Optimization

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Recurrent Multiplicative Neuron Model Artificial Neural Network for Non-linear Time Series Forecasting

Neural Processing Letters ◽

10.1007/s11063-014-9342-0 ◽

2014 ◽

Vol 41 (2) ◽

pp. 249-258 ◽

Cited By ~ 24

Author(s):

Erol Egrioglu ◽

Ufuk Yolcu ◽

Cagdas Hakan Aladag ◽

Eren Bas

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Neuron Model ◽

Linear Time ◽

Time Series Forecasting ◽

Non Linear ◽

Artificial Neural

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PSO based neural network for time series forecasting

2009 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2009.5178707 ◽

2009 ◽

Cited By ~ 19

Author(s):

Girish K. Jha ◽

Parimala Thulasiraman ◽

Ruppa K. Thulasiram

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting

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Long Short-Term Memory Neural Network (LSTM-NN) for Aquifer Level Time Series Forecasting Using in-Situ Piezometric Observations

Journal of Hydrology ◽

10.1016/j.jhydrol.2021.126800 ◽

2021 ◽

pp. 126800

Author(s):

Ryan Solgi ◽

Hugo A. Loáiciga ◽

Mark Kram

Keyword(s):

Neural Network ◽

Time Series ◽

Short Term Memory ◽

Time Series Forecasting ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

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Financial Time Series Forecasting with Multi-Modality Graph Neural Network

Pattern Recognition ◽

10.1016/j.patcog.2021.108218 ◽

2021 ◽

pp. 108218

Author(s):

Dawei Cheng ◽

Fangzhou Yang ◽

Sheng Xiang ◽

Jin Liu

Keyword(s):

Neural Network ◽

Time Series ◽

Financial Time Series ◽

Time Series Forecasting ◽

Financial Time

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Fuzzy time series forecasting based on hesitant fuzzy sets, particle swarm optimization and support vector machine-based hybrid method

Granular Computing ◽

10.1007/s41066-021-00300-3 ◽

2021 ◽

Author(s):

Manish Pant ◽

Sanjay Kumar

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Particle Swarm Optimization ◽

Fuzzy Sets ◽

Hybrid Method ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Support Vector ◽

Hesitant Fuzzy Sets ◽

Swarm Optimization

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Ridge Polynomial Neural Network with Error Feedback for Time Series Forecasting

PLoS ONE ◽

10.1371/journal.pone.0167248 ◽

2016 ◽

Vol 11 (12) ◽

pp. e0167248 ◽

Cited By ~ 4

Author(s):

Waddah Waheeb ◽

Rozaida Ghazali ◽

Tutut Herawan

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting ◽

Error Feedback ◽

Polynomial Neural Network

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On the Use of Quasi-Newton-Based Training of a Feedforward Neural Network for Time Series Forecasting

Journal of Intelligent & Fuzzy Systems ◽

10.3233/ifs-1995-3404 ◽

1995 ◽

Vol 3 (4) ◽

pp. 287-294 ◽

Cited By ~ 7

Author(s):

Pennagaram D. Devika ◽

Luke E.K. Achenie

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting ◽

Feedforward Neural Network ◽

Quasi Newton

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Comparison between Adaptive and Non-adaptive HRBF Neural Network in Multiple Steps Time Series Forecasting

2010 Second International Conference on Computer Research and Development ◽

10.1109/iccrd.2010.177 ◽

2010 ◽

Cited By ~ 1

Author(s):

Mazlina Mamat ◽

Salina Abdul Samad

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Forecasting

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