Correlational graph attention-based Long Short-Term Memory network for multivariate time series prediction

Applied Soft Computing ◽

10.1016/j.asoc.2021.107377 ◽

2021 ◽

pp. 107377

Author(s):

Shuang Han ◽

Hongbin Dong ◽

Xuyang Teng ◽

Xiaohui Li ◽

Xiaowei Wang

Keyword(s):

Time Series ◽

Short Term Memory ◽

Time Series Prediction ◽

Multivariate Time Series ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Long Short Term Memory

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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 ◽

Short Term ◽

Term Memory ◽

Temperature Forecasting ◽

Memory Network ◽

Long Short Term Memory

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A Long-Short Term Memory Network for Chaotic Time Series Prediction

10.1109/bdkcse53180.2021.9627283 ◽

2021 ◽

Author(s):

Margarita Terziyska ◽

Zhelyazko Terziyski ◽

Yancho Todorov

Keyword(s):

Time Series ◽

Short Term Memory ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Chaotic Time Series Prediction ◽

Long Short Term Memory

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Empirical Mode Decomposition, Extreme Learning Machine and Long Short-Term Memory for Time Series Prediction: A Comparative Study

2018 7th Brazilian Conference on Intelligent Systems (BRACIS) ◽

10.1109/bracis.2018.00091 ◽

2018 ◽

Author(s):

Elivelto Ebermam ◽

Gabriel G. De Angelo ◽

Helder Knidel ◽

Renato A. Krohling

Keyword(s):

Time Series ◽

Comparative Study ◽

Extreme Learning Machine ◽

Short Term Memory ◽

Time Series Prediction ◽

Short Term ◽

Term Memory ◽

Mode Decomposition ◽

Long Short Term Memory ◽

Learning Machine

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Online reliability time series prediction via convolutional neural network and long short term memory for service-oriented systems

Knowledge-Based Systems ◽

10.1016/j.knosys.2018.07.006 ◽

2018 ◽

Vol 159 ◽

pp. 132-147 ◽

Cited By ~ 17

Author(s):

Hongbing Wang ◽

Zhengping Yang ◽

Qi Yu ◽

Tianjing Hong ◽

Xin Lin

Keyword(s):

Neural Network ◽

Time Series ◽

Convolutional Neural Network ◽

Short Term Memory ◽

Time Series Prediction ◽

Short Term ◽

Term Memory ◽

Service Oriented ◽

Long Short Term Memory

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Deep Learning with Long Short-Term Memory for Time Series Prediction

IEEE Communications Magazine ◽

10.1109/mcom.2019.1800155 ◽

2019 ◽

Vol 57 (6) ◽

pp. 114-119 ◽

Cited By ~ 43

Author(s):

Yuxiu Hua ◽

Zhifeng Zhao ◽

Rongpeng Li ◽

Xianfu Chen ◽

Zhiming Liu ◽

...

Keyword(s):

Time Series ◽

Deep Learning ◽

Short Term Memory ◽

Time Series Prediction ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

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Financial High-Frequency Time Series Forecasting Based on Sub-Step Grid Search Long Short-Term Memory Network

IEEE Access ◽

10.1109/access.2020.3037102 ◽

2020 ◽

Vol 8 ◽

pp. 203183-203189

Author(s):

Shihua Luo ◽

Cong Tian

Keyword(s):

Time Series ◽

High Frequency ◽

Short Term Memory ◽

Time Series Forecasting ◽

Grid Search ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Long Short Term Memory

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Long Short-term Memory Network Prediction Model Based on Fuzzy Time Series

2020 IEEE International Conference on Artificial Intelligence and Information Systems (ICAIIS) ◽

10.1109/icaiis49377.2020.9194902 ◽

2020 ◽

Author(s):

Hua Qu ◽

Jiaqi Li ◽

Yanpeng Zhang

Keyword(s):

Time Series ◽

Prediction Model ◽

Short Term Memory ◽

Fuzzy Time Series ◽

Short Term ◽

Term Memory ◽

Model Based ◽

Memory Network ◽

Network Prediction ◽

Long Short Term Memory

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Simplifying Long Short-Term Memory for Fast Training and Time Series Prediction

Journal of Physics Conference Series ◽

10.1088/1742-6596/1213/4/042039 ◽

2019 ◽

Vol 1213 ◽

pp. 042039 ◽

Cited By ~ 1

Author(s):

Yuyan Zhang ◽

Xin Hao ◽

Yong Liu

Keyword(s):

Time Series ◽

Short Term Memory ◽

Time Series Prediction ◽

Short Term ◽

Term Memory ◽

Fast Training ◽

Long Short Term Memory

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Recognition of Electromyographic Signal Time Series on Daily Hand Motions Based on Long Short-Term Memory Network

Traitement du signal ◽

10.18280/ts.380216 ◽

2021 ◽

Vol 38 (2) ◽

pp. 387-394

Author(s):

Jin Hua ◽

Qinkun Xiao ◽

Li Wang ◽

Yixin Liu ◽

Xuhui Ning

Keyword(s):

Time Series ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Electromyographic Signal ◽

Long Short Term Memory ◽

Signal Time

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Interval Estimation of Landslide Displacement Prediction Based on Time Series Decomposition and Long Short-Term Memory Network

IEEE Access ◽

10.1109/access.2019.2961295 ◽

2020 ◽

Vol 8 ◽

pp. 3187-3196 ◽

Cited By ~ 1

Author(s):

Yin Xing ◽

Jianping Yue ◽

Chuang Chen

Keyword(s):

Time Series ◽

Short Term Memory ◽

Interval Estimation ◽

Short Term ◽

Displacement Prediction ◽

Term Memory ◽

Time Series Decomposition ◽

Landslide Displacement Prediction ◽

Memory Network ◽

Long Short Term Memory

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