Capturing combination patterns of long- and short-term dependencies in multivariate time series forecasting

Neurocomputing ◽

10.1016/j.neucom.2021.08.100 ◽

2021 ◽

Vol 464 ◽

pp. 72-82

Author(s):

Wen Song ◽

Shigeru Fujimura

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Forecasting ◽

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Impact of Covid-19 Pandemic on Electricity Demand in the UK Based on Multivariate Time Series Forecasting with Bidirectional Long Short Term Memory

Energy ◽

10.1016/j.energy.2021.120455 ◽

2021 ◽

pp. 120455

Author(s):

Xiaolei Liu ◽

Zi Lin

Keyword(s):

Time Series ◽

Short Term Memory ◽

Multivariate Time Series ◽

Electricity Demand ◽

Time Series Forecasting ◽

Term Memory ◽

Long Short Term Memory ◽

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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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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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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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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 ◽

Term Memory ◽

Long Short Term Memory

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High granular and short term time series forecasting of $$\hbox {PM}_{2.5}$$ air pollutant - a comparative review

Artificial Intelligence Review ◽

10.1007/s10462-021-09991-1 ◽

2021 ◽

Author(s):

Rituparna Das ◽

Asif Iqbal Middya ◽

Sarbani Roy

Keyword(s):

Time Series ◽

Time Series Forecasting ◽

Air Pollutant ◽

Pm 2.5 ◽

Comparative Review

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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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Multivariate Time Series Forecasting exploiting Tensor Projection Embedding and Gated Memory Network

10.1109/iwqos52092.2021.9521337 ◽

2021 ◽

Author(s):

Zhenxiong Yan ◽

Kun Xie ◽

Xin Wang ◽

Dafang Zhang ◽

Gaogang Xie ◽

...

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Forecasting ◽

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Parallel algorithm for short-term time series forecasting on BSN mesh

2017 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT) ◽

10.1109/icccnt.2017.8204090 ◽

2017 ◽

Author(s):

Ashish Gupta ◽

Bikash Kanti Sarkar

Keyword(s):

Time Series ◽

Parallel Algorithm ◽

Time Series Forecasting ◽

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Using Multivariate Time Series Data via Long-Short Term Memory Network for Temperature Forecasting

Systems and Information Sciences - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-59194-6_4 ◽

2020 ◽

pp. 38-47

Author(s):

Jorge L. Charco ◽

Telmo Roque-Colt ◽

Kevin Egas-Arizala ◽

Charles M. Pérez-Espinoza ◽

Angélica Cruz-Chóez

Keyword(s):

Time Series ◽

Time Series Data ◽

Short Term Memory ◽

Multivariate Time Series ◽

Series Data ◽

Term Memory ◽

Temperature Forecasting ◽

Memory Network ◽

Long Short Term Memory

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