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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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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Hybrid Orbit Propagator Based on Neural Networks. Multivariate Time Series Forecasting Approach

10.1007/978-3-030-87869-6_66 ◽

2021 ◽

pp. 695-705

Author(s):

Hans Carrillo ◽

Edna Segura ◽

Rosario López ◽

Iván Pérez ◽

Juan Félix San-Juan

Keyword(s):

Neural Networks ◽

Time Series ◽

Multivariate Time Series ◽

Time Series Forecasting

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Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining ◽

10.1145/3394486.3403118 ◽

2020 ◽

Author(s):

Zonghan Wu ◽

Shirui Pan ◽

Guodong Long ◽

Jing Jiang ◽

Xiaojun Chang ◽

...

Keyword(s):

Neural Networks ◽

Time Series ◽

Multivariate Time Series ◽

Time Series Forecasting ◽

Graph Neural Networks ◽

Connecting The Dots

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Multivariate Time Series Forecasting Using Recurrent Neural Networks for Meteorological Data

Conference SENATIK STT Adisutjipto Yogyakarta ◽

10.28989/senatik.v5i0.365 ◽

2019 ◽

Vol 5 ◽

Author(s):

Victor Hariadi ◽

Ahmad Saikhu ◽

Nurotuz Zakiya ◽

Arya Yudhi Wijaya ◽

Fajar Baskoro

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Meteorological Data ◽

Multivariate Time Series ◽

Time Series Forecasting

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Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models

10.1109/ijcnn52387.2021.9534469 ◽

2021 ◽

Author(s):

Hritik Bansal ◽

Gantavya Bhatt ◽

Pankaj Malhotra ◽

Prathosh AP

Keyword(s):

Neural Networks ◽

Time Series ◽

Multivariate Time Series ◽

Time Series Forecasting ◽

Forecasting Models

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Interpretable Multivariate Time Series Forecasting with Temporal Attention Convolutional Neural Networks

2020 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci47803.2020.9308570 ◽

2020 ◽

Author(s):

Leonardos Pantiskas ◽

Kees Verstoep ◽

Henri Bal

Keyword(s):

Neural Networks ◽

Time Series ◽

Convolutional Neural Networks ◽

Multivariate Time Series ◽

Time Series Forecasting ◽

Temporal Attention

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Modeling Multivariate Time Series in Economics: From Auto-Regressions to Recurrent Neural Networks

SSRN Electronic Journal ◽

10.2139/ssrn.3589337 ◽

2020 ◽

Author(s):

Sergiy Verstyuk

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Multivariate Time Series

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A C4.5 Fuzzy Decision Tree Method for Multivariate Time Series Forecasting

2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz45933.2021.9494439 ◽

2021 ◽

Author(s):

Rafael R. C. Silva ◽

Walmir Matos Caminhas ◽

Petronio Candido de Lima e Silva ◽

Frederico Gadelha Guimaraes

Keyword(s):

Time Series ◽

Decision Tree ◽

Multivariate Time Series ◽

Time Series Forecasting ◽

Fuzzy Decision ◽

Fuzzy Decision Tree ◽

Decision Tree Method ◽

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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 Based Cloud Computing For Consumer Price Index Using Deep Learning Algorithms

2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) ◽

10.1109/isriti51436.2020.9315465 ◽

2020 ◽

Author(s):

Soffa Zahara ◽

Sugianto

Keyword(s):

Time Series ◽

Cloud Computing ◽

Deep Learning ◽

Price Index ◽

Multivariate Time Series ◽

Learning Algorithms ◽

Consumer Price Index ◽

Time Series Forecasting

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