Deep Learning-Based Exchange Rate Prediction during the COVID-19

SSRN Electronic Journal ◽

10.2139/ssrn.3759386 ◽

2020 ◽

Author(s):

Md Akhtaruzzaman ◽

Mahmudul Hasan Moon ◽

Helmi Hammami ◽

Mohammad Zoynul Abedin

Keyword(s):

Deep Learning ◽

Exchange Rate ◽

Rate Prediction ◽

Exchange Rate Prediction

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Adaboost-based Integration Framework Coupled Two-stage Feature Extraction with Deep Learning for Multivariate Exchange Rate Prediction

Neural Processing Letters ◽

10.1007/s11063-021-10616-5 ◽

2021 ◽

Author(s):

Jujie Wang ◽

Yu Chen

Keyword(s):

Feature Extraction ◽

Deep Learning ◽

Exchange Rate ◽

Two Stage ◽

Integration Framework ◽

Rate Prediction ◽

Exchange Rate Prediction

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Exchange Rate Prediction using ANN and Deep Learning Methodologies: A Systematic Review

2020 Indo – Taiwan 2nd International Conference on Computing, Analytics and Networks (Indo-Taiwan ICAN) ◽

10.1109/indo-taiwanican48429.2020.9181351 ◽

2020 ◽

Author(s):

Manaswinee Madhumita Panda ◽

Surya Narayan Panda ◽

Prasant Kumar Pattnaik

Keyword(s):

Systematic Review ◽

Deep Learning ◽

Exchange Rate ◽

Rate Prediction ◽

Exchange Rate Prediction

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Optimization of Deep Learning Hyperparameters with Experimental Design in Exchange Rate Prediction

2020 61st International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS) ◽

10.1109/itms51158.2020.9259300 ◽

2020 ◽

Author(s):

Yunus Emre Midilli ◽

Sergejs Parsutins

Keyword(s):

Deep Learning ◽

Exchange Rate ◽

Experimental Design ◽

Rate Prediction ◽

Exchange Rate Prediction

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Deep learning-based exchange rate prediction during the COVID-19 pandemic

Annals of Operations Research ◽

10.1007/s10479-021-04420-6 ◽

2021 ◽

Author(s):

Mohammad Zoynul Abedin ◽

Mahmudul Hasan Moon ◽

M. Kabir Hassan ◽

Petr Hajek

Keyword(s):

Deep Learning ◽

Exchange Rate ◽

Rate Prediction ◽

Exchange Rate Prediction

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Comparison of Neural Networks for Foreign Exchange Rate Prediction

2020 IEEE 15th International Conference on Industrial and Information Systems (ICIIS) ◽

10.1109/iciis51140.2020.9342733 ◽

2020 ◽

Author(s):

Pooja Aggarwal ◽

Ashish Kumar Sahani

Keyword(s):

Neural Networks ◽

Exchange Rate ◽

Foreign Exchange ◽

Foreign Exchange Rate ◽

Rate Prediction ◽

Exchange Rate Prediction

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A probabilistic and dynamic chart pattern recognition hybrid system applied to foreign exchange rate prediction

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727322 ◽

2016 ◽

Author(s):

Rodrigo F. B. de Brito ◽

Adriano L. I. Oliveira

Keyword(s):

Pattern Recognition ◽

Exchange Rate ◽

Foreign Exchange ◽

Hybrid System ◽

Foreign Exchange Rate ◽

Rate Prediction ◽

Exchange Rate Prediction

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Foreign currency exchange rate prediction using non-linear Schrödinger equations with economic fundamental parameters

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2021.111320 ◽

2021 ◽

Vol 152 ◽

pp. 111320

Author(s):

Agus Kartono ◽

Siti Solekha ◽

Tony Sumaryada ◽

Irmansyah

Keyword(s):

Exchange Rate ◽

Foreign Currency ◽

Schrodinger Equations ◽

Schrödinger Equations ◽

Fundamental Parameters ◽

Rate Prediction ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Non Linear ◽

Exchange Rate Prediction

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Multi currency exchange rate prediction using convolutional neural network

Materials Today Proceedings ◽

10.1016/j.matpr.2020.11.317 ◽

2021 ◽

Author(s):

Manaswinee Madhumita Panda ◽

Surya Narayan Panda ◽

Prasant Kumar Pattnaik

Keyword(s):

Neural Network ◽

Exchange Rate ◽

Convolutional Neural Network ◽

Rate Prediction ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Exchange Rate Prediction

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An Evolutionary Algorithm Based Hybrid Parallel Framework for Asia Foreign Exchange Rate Prediction

Nature Inspired Computing for Data Science - Studies in Computational Intelligence ◽

10.1007/978-3-030-33820-6_11 ◽

2019 ◽

pp. 279-295 ◽

Cited By ~ 1

Author(s):

Minakhi Rout ◽

Koffi Mawuna Koudjonou

Keyword(s):

Exchange Rate ◽

Evolutionary Algorithm ◽

Foreign Exchange ◽

Foreign Exchange Rate ◽

Rate Prediction ◽

Exchange Rate Prediction

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Comparison of algorithms in Foreign Exchange Rate Prediction

2018 IEEE 3rd International Conference on Computing, Communication and Security (ICCCS) ◽

10.1109/cccs.2018.8586826 ◽

2018 ◽

Cited By ~ 3

Author(s):

Swagat Ranjit ◽

Shruti Shrestha ◽

Sital Subedi ◽

Subarna Shakya

Keyword(s):

Exchange Rate ◽

Foreign Exchange ◽

Foreign Exchange Rate ◽

Rate Prediction ◽

Comparison Of Algorithms ◽

Exchange Rate Prediction

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