Strategies for time series forecasting with generalized regression neural networks

Time Series Forecasting by Generalized Regression Neural Networks Trained with Multiple Series

IEEE Access ◽

10.1109/access.2022.3140377 ◽

2022 ◽

pp. 1-1

Author(s):

Francisco Martinez ◽

Maria P. Frias ◽

Maria D. Pirez-Godoy ◽

Antonio J. Rivera

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Forecasting ◽

Multiple Series ◽

Advances in Intelligent Systems and Computing - 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020) ◽

Copper Price Time Series Forecasting by Means of Generalized Regression Neural Networks with Optimized Predictor Variables

10.1007/978-3-030-57802-2_65 ◽

2020 ◽

pp. 681-690

Author(s):

Gregorio Fidalgo Valverde ◽

Alicja Krzemień ◽

Pedro Riesgo Fernández ◽

Francisco Javier Iglesias Rodríguez ◽

Ana Suárez Sánchez

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Forecasting ◽

Copper Price ◽

Predictor Variables ◽

Disaggregation & aggregation of time series components: A hybrid forecasting approach using generalized regression neural networks and the theta method

Neurocomputing ◽

10.1016/j.neucom.2010.10.013 ◽

2011 ◽

Vol 74 (6) ◽

pp. 896-905 ◽

Cited By ~ 21

Author(s):

Marina Theodosiou

Keyword(s):

Neural Networks ◽

Time Series ◽

Hybrid Forecasting ◽

Generalized Regression ◽

Theta Method

Threshold single multiplicative neuron artificial neural networks for non-linear time series forecasting

Journal of Applied Statistics ◽

10.1080/02664763.2020.1869702 ◽

2021 ◽

pp. 1-17

Author(s):

Asiye Nur Yildirim ◽

Eren Bas ◽

Erol Egrioglu

Keyword(s):

Neural Networks ◽

Time Series ◽

Linear Time ◽

Time Series Forecasting ◽

Non Linear ◽

Artificial Neural

Adaptive Trajectory Tracking Control for Quadrotors with Disturbances by Using Generalized Regression Neural Networks

Neurocomputing ◽

10.1016/j.neucom.2021.06.079 ◽

2021 ◽

Author(s):

Ivan Lopez-Sanchez ◽

Francisco Rossomando ◽

Ricardo Pérez-Alcocer ◽

Carlos Soria ◽

Ricardo Carelli ◽

...

Keyword(s):

Neural Networks ◽

Trajectory Tracking ◽

Tracking Control ◽

Trajectory Tracking Control ◽

Multivariate Time Series Forecasting with Dilated Residual Convolutional Neural Networks for Urban Air Quality Prediction

Arabian Journal for Science and Engineering ◽

10.1007/s13369-020-05109-x ◽

2021 ◽

Author(s):

Meriem Benhaddi ◽

Jamal Ouarzazi

Keyword(s):

Neural Networks ◽

Time Series ◽

Air Quality ◽

Convolutional Neural Networks ◽

Multivariate Time Series ◽

Urban Air Quality ◽

Time Series Forecasting ◽

Urban Air ◽

Quality Prediction ◽

Air Quality Prediction

Time Series Forecasting of Cyanobacteria Blooms in the Crestuma Reservoir (Douro River, Portugal) Using Artificial Neural Networks

Environmental Management ◽

10.1007/s00267-005-0074-9 ◽

2006 ◽

Vol 38 (2) ◽

pp. 227-237 ◽

Cited By ~ 25

Author(s):

Luis Oliva Teles ◽

Vitor Vasconcelos ◽

Luis Oliva Teles ◽

Elisa Pereira ◽

Martin Saker ◽

...

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Forecasting ◽

Cyanobacteria Blooms ◽

Artificial Neural ◽

Douro River

Synergy of chaos theory and artificial neural networks in chaotic time series forecasting

International Journal of Applied Management Science ◽

10.1504/ijams.2011.040230 ◽

2011 ◽

Vol 3 (2) ◽

pp. 121

Author(s):

Muhammad Ardalani Farsa ◽

Saeed Zolfaghari

Keyword(s):

Neural Networks ◽

Time Series ◽

Chaos Theory ◽

Time Series Forecasting ◽

Chaotic Time Series ◽

Artificial Neural

Space-time series forecasting by artificial neural networks

10.1117/12.816114 ◽

2008 ◽

Cited By ~ 2

Author(s):

Tao Cheng ◽

Jiaqiu Wang ◽

Xia Li

Keyword(s):

Neural Networks ◽

Time Series ◽

Space Time ◽

Time Series Forecasting ◽

Artificial Neural

Knowledge discovery in data streams with the orthogonal series-based generalized regression neural networks

Information Sciences ◽

10.1016/j.ins.2017.07.013 ◽

2018 ◽

Vol 460-461 ◽

pp. 497-518 ◽

Cited By ~ 15

Author(s):

Piotr Duda ◽

Maciej Jaworski ◽

Leszek Rutkowski

Keyword(s):

Neural Networks ◽

Knowledge Discovery ◽

Data Streams ◽

Orthogonal Series ◽