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

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

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

2019 ◽  
Vol 57 (6) ◽  
pp. 114-119 ◽  
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

scholarly journals A Sparse Connected Long Short-Term Memory With Sharing Weight for Time Series Prediction

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 66856-66866
Author(s):  
Liyan Xiong ◽  
Xiangzheng Ling ◽  
Xiaohui Huang ◽  
Hong Tang ◽  
Weimin Yuan ◽  
...  
Keyword(s):  
Time Series ◽  
Short Term Memory ◽  
Time Series Prediction ◽  
Short Term ◽  
Term Memory ◽  
Long Short Term Memory

A Time Series Prediction Model Based on Long Short-Term Memory Networks

2021 ◽  
Author(s):  
Linkai Wang ◽  
Jing Chen ◽  
Wei Wang ◽  
Ruofan Wang ◽  
Lina Yang ◽  
...  
Keyword(s):  
Time Series ◽  
Prediction Model ◽  
Short Term Memory ◽  
Time Series Prediction ◽  
Short Term ◽  
Term Memory ◽  
Model Based ◽  
Long Short Term Memory

scholarly journals A survey on long short-term memory networks for time series prediction

Procedia CIRP ◽  
2021 ◽  
Vol 99 ◽  
pp. 650-655
Author(s):  
Benjamin Lindemann ◽  
Timo Müller ◽  
Hannes Vietz ◽  
Nasser Jazdi ◽  
Michael Weyrich
Keyword(s):  
Time Series ◽  
Short Term Memory ◽  
Time Series Prediction ◽  
Short Term ◽  
Term Memory ◽  
Long Short Term Memory
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