Comparison of Back Propagation, Long Short-Term Memory (LSTM), Attention-Based LSTM Neural Networks Application in Futures Market of China using R Programming

Wang Shuangao;  ; Liu Yi; Rajchandar Padmanaban; Mohamed Shamsudeen; Subalakshmi R;  ;  ;  ;

doi:10.23953/cloud.ijacsit.461

Comparison of Back Propagation, Long Short-Term Memory (LSTM), Attention-Based LSTM Neural Networks Application in Futures Market of China using R Programming

International Journal of Advanced Computer Science and Information Technology ◽

10.23953/cloud.ijacsit.461 ◽

2020 ◽

Vol 6 (1) ◽

pp. 101-114

Author(s):

Wang Shuangao ◽

◽

Liu Yi ◽

Rajchandar Padmanaban ◽

Mohamed Shamsudeen ◽

...

Keyword(s):

Neural Networks ◽

Short Term Memory ◽

Back Propagation ◽

Futures Market ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

R Programming

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Stock price trend prediction with long short-term memory neural networks

International Journal of Computational Intelligence Studies ◽

10.1504/ijcistudies.2019.103619 ◽

2019 ◽

Vol 8 (4) ◽

pp. 289

Author(s):

Varun Gupta ◽

Mujahid Ahmad

Keyword(s):

Neural Networks ◽

Stock Price ◽

Short Term Memory ◽

Short Term ◽

Trend Prediction ◽

Price Trend ◽

Term Memory ◽

Long Short Term Memory

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ECT-LSTM-RNN: An Electrical Capacitance Tomography Model-based Long Short-Term Memory Recurrent Neural Networks for Conductive Materials

IEEE Access ◽

10.1109/access.2021.3079447 ◽

2021 ◽

pp. 1-1

Author(s):

Wael Deabes ◽

Alaa Sheta ◽

Malik Braik

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Electrical Capacitance Tomography ◽

Electrical Capacitance ◽

Short Term ◽

Term Memory ◽

Conductive Materials ◽

Long Short Term Memory ◽

Capacitance Tomography

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Empirical modeling of ethanol production dynamics using long short-term memory recurrent neural networks

Bioresource Technology Reports ◽

10.1016/j.biteb.2021.100724 ◽

2021 ◽

pp. 100724

Author(s):

Felipe Matheus Mota Sousa ◽

Rodolpho Rodrigues Fonseca ◽

Flávio Vasconcelos da Silva

Keyword(s):

Neural Networks ◽

Ethanol Production ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Empirical Modeling ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

Production Dynamics

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Research of semantic role labeling based on long short-term memory neural networks

Journal of Physics Conference Series ◽

10.1088/1742-6596/1966/1/012005 ◽

2021 ◽

Vol 1966 (1) ◽

pp. 012005

Author(s):

Xuheng Liang

Keyword(s):

Neural Networks ◽

Short Term Memory ◽

Semantic Role ◽

Semantic Role Labeling ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

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Using long short term memory and convolutional neural networks for driver drowsiness detection

Accident Analysis & Prevention ◽

10.1016/j.aap.2021.106107 ◽

2021 ◽

Vol 156 ◽

pp. 106107

Author(s):

Azhar Quddus ◽

Ali Shahidi Zandi ◽

Laura Prest ◽

Felix J.E. Comeau

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Drowsiness Detection ◽

Driver Drowsiness ◽

Long Short Term Memory

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Adaptive Multi-Sensor Data Fusion Positioning Algorithm Based On Long Short Term Memory Neural Networks

2020 IEEE 20th International Conference on Communication Technology (ICCT) ◽

10.1109/icct50939.2020.9295914 ◽

2020 ◽

Author(s):

Jie Zhou ◽

Guanghui Xu ◽

Donglin Zhu ◽

Enbiao Di

Keyword(s):

Neural Networks ◽

Data Fusion ◽

Short Term Memory ◽

Sensor Data ◽

Short Term ◽

Term Memory ◽

Sensor Data Fusion ◽

Multi Sensor Data Fusion ◽

Long Short Term Memory ◽

Positioning Algorithm

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Comprehensive comparison of artificial neural networks and long short-term memory networks for rainfall-runoff simulation

Physics and Chemistry of the Earth Parts A/B/C ◽

10.1016/j.pce.2021.103026 ◽

2021 ◽

pp. 103026

Author(s):

Ganquan Mao ◽

Meng Wang ◽

Junguo Liu ◽

Zifeng Wang ◽

Kai Wang ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Short Term Memory ◽

Rainfall Runoff ◽

Short Term ◽

Runoff Simulation ◽

Term Memory ◽

Comprehensive Comparison ◽

Long Short Term Memory ◽

Artificial Neural

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Intrusion Detection Using Multilayer Perceptron and Neural Networks with Long Short-Term Memory

2021 Systems of Signal Synchronization, Generating and Processing in Telecommunications (SYNCHROINFO ◽

10.1109/synchroinfo51390.2021.9488416 ◽

2021 ◽

Author(s):

B. B. Borisenko ◽

S. D. Erokhin ◽

A. S. Fadeev ◽

I. D. Martishin

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Multilayer Perceptron ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

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Towards end-to-end speech recognition for Chinese Mandarin using long short-term memory recurrent neural networks

10.21437/interspeech.2015-717 ◽

2015 ◽

Author(s):

Jie Li ◽

Heng Zhang ◽

Xinyuan Cai ◽

Bo Xu

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

End To End ◽

Chinese Mandarin

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Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2018.2886064 ◽

2019 ◽

Vol 23 (6) ◽

pp. 2354-2364 ◽

Cited By ~ 11

Author(s):

Tom Van Steenkiste ◽

Willemijn Groenendaal ◽

Dirk Deschrijver ◽

Tom Dhaene

Keyword(s):

Neural Networks ◽

Sleep Apnea ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Apnea Detection ◽

Long Short Term Memory

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