Introduction to Neural Networks for Time Series Forecasting

Machine Learning for Time Series Forecasting with Python® ◽

10.1002/9781119682394.ch5 ◽

2020 ◽

pp. 137-165

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Forecasting

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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 ◽

Artificial Neural Networks ◽

Linear Time ◽

Time Series Forecasting ◽

Artificial Neural

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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

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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 ◽

Author(s):

Luis Oliva Teles ◽

Vitor Vasconcelos ◽

Luis Oliva Teles ◽

Elisa Pereira ◽

Martin Saker ◽

...

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Time Series Forecasting ◽

Cyanobacteria Blooms ◽

Artificial Neural ◽

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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 ◽

Artificial Neural Networks ◽

Chaos Theory ◽

Time Series Forecasting ◽

Chaotic Time Series ◽

Artificial Neural

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Space-time series forecasting by artificial neural networks

10.1117/12.816114 ◽

2008 ◽

Author(s):

Tao Cheng ◽

Jiaqiu Wang ◽

Xia Li

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Time Series Forecasting ◽

Artificial Neural

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A Neural Networks Based Method for Multivariate Time-Series Forecasting

IEEE Access ◽

10.1109/access.2021.3075063 ◽

2021 ◽

pp. 1-1

Author(s):

Shaowei Li ◽

He Huang ◽

Wei Lu

Keyword(s):

Neural Networks ◽

Time Series ◽

Multivariate Time Series ◽

Time Series Forecasting

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Temporal Convolutional Attention Neural Networks for Time Series Forecasting

10.1109/ijcnn52387.2021.9534351 ◽

2021 ◽

Author(s):

Yang Lin ◽

Irena Koprinska ◽

Mashud Rana

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Forecasting

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Time series forecasting and text generation with recurrent neural networks

Practical TensorFlow.js ◽

10.1007/978-1-4842-6273-3_9 ◽

2020 ◽

pp. 203-239

Author(s):

Juan De Dios Santos Rivera

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Forecasting ◽

Text Generation

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Convolutional Neural Networks, Image Recognition and Financial Time Series Forecasting

Mining Data for Financial Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-37720-5_5 ◽

2020 ◽

pp. 60-69

Author(s):

Argimiro Arratia ◽

Eduardo Sepúlveda

Keyword(s):

Neural Networks ◽

Time Series ◽

Convolutional Neural Networks ◽

Image Recognition ◽

Financial Time Series ◽

Time Series Forecasting ◽

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Intuitionistic high-order fuzzy time series forecasting method based on pi-sigma artificial neural networks trained by artificial bee colony

Granular Computing ◽

10.1007/s41066-018-00143-5 ◽

2018 ◽

Vol 4 (4) ◽

pp. 639-654 ◽

Author(s):

Erol Egrioglu ◽

Ufuk Yolcu ◽

Eren Bas

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Artificial Bee Colony ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Forecasting Method ◽

Artificial Neural

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