Currency exchange rate prediction and neural network design strategies

A. N. Refenes; M. Azema-Barac; L. Chen; S. A. Karoussos

doi:10.1007/bf01411374

Currency exchange rate prediction and neural network design strategies

Neural Computing and Applications ◽

10.1007/bf01411374 ◽

1993 ◽

Vol 1 (1) ◽

pp. 46-58 ◽

Cited By ~ 89

Author(s):

A. N. Refenes ◽

M. Azema-Barac ◽

L. Chen ◽

S. A. Karoussos

Keyword(s):

Neural Network ◽

Exchange Rate ◽

Network Design ◽

Design Strategies ◽

Rate Prediction ◽

Currency Exchange ◽

Currency Exchange Rate ◽

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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Performance analysis of a higher order neural network with an improved shuffled frog leaping algorithm for currency exchange rate prediction

Applied Soft Computing ◽

10.1016/j.asoc.2018.02.043 ◽

2018 ◽

Vol 67 ◽

pp. 215-231 ◽

Cited By ~ 12

Author(s):

Rajashree Dash

Keyword(s):

Neural Network ◽

Exchange Rate ◽

Performance Analysis ◽

Higher Order ◽

Shuffled Frog Leaping Algorithm ◽

Rate Prediction ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Shuffled Frog Leaping ◽

Exchange Rate Prediction

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A novel committee machine and reviews of neural network and statistical models for currency exchange rate prediction: An experimental analysis

Journal of King Saud University - Computer and Information Sciences ◽

10.1016/j.jksuci.2018.02.010 ◽

2020 ◽

Vol 32 (9) ◽

pp. 987-999 ◽

Cited By ~ 5

Author(s):

Trilok Nath Pandey ◽

Alok Kumar Jagadev ◽

Satchidananda Dehuri ◽

Sung-Bae Cho

Keyword(s):

Neural Network ◽

Exchange Rate ◽

Experimental Analysis ◽

Statistical Models ◽

Committee Machine ◽

Rate Prediction ◽

Currency Exchange ◽

Currency Exchange Rate ◽

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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An improved shuffled frog leaping algorithm based evolutionary framework for currency exchange rate prediction

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2017.05.044 ◽

2017 ◽

Vol 486 ◽

pp. 782-796 ◽

Cited By ~ 12

Author(s):

Rajashree Dash

Keyword(s):

Exchange Rate ◽

Shuffled Frog Leaping Algorithm ◽

Rate Prediction ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Shuffled Frog Leaping ◽

Exchange Rate Prediction

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Optimization of neural network for nonlinear discrete time system using modified quaternion firefly algorithm: case study of Indian currency exchange rate prediction

Soft Computing ◽

10.1007/s00500-017-2522-x ◽

2017 ◽

Vol 22 (8) ◽

pp. 2667-2681 ◽

Cited By ~ 10

Author(s):

Uday Pratap Singh ◽

Sanjeev Jain

Keyword(s):

Neural Network ◽

Exchange Rate ◽

Discrete Time ◽

Firefly Algorithm ◽

Discrete Time System ◽

Time System ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Exchange Rate Prediction

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Foreign Currency Exchange Rate Prediction Using Bidirectional Long Short Term Memory

Studies in Computational Intelligence - The Big Data-Driven Digital Economy: Artificial and Computational Intelligence ◽

10.1007/978-3-030-73057-4_17 ◽

2021 ◽

pp. 213-227

Author(s):

Rony Kumar Datta ◽

Sad Wadi Sajid ◽

Mahmudul Hasan Moon ◽

Mohammad Zoynul Abedin

Keyword(s):

Exchange Rate ◽

Foreign Currency ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Rate Prediction ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Long Short Term Memory ◽

Exchange Rate Prediction

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Currency Exchange Rate Prediction Using Multi-layer Perceptron

10.1007/978-981-16-3690-5_20 ◽

2021 ◽

pp. 231-237

Author(s):

Appala Raju Middi ◽

Venkata Sai Rishita Middi

Keyword(s):

Exchange Rate ◽

Multi Layer Perceptron ◽

Rate Prediction ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Exchange Rate Prediction

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Foreign currency exchange rate prediction using neuro-fuzzy systems

Procedia Computer Science ◽

10.1016/j.procs.2018.10.523 ◽

2018 ◽

Vol 144 ◽

pp. 232-238 ◽

Cited By ~ 3

Author(s):

Yoke Leng Yong ◽

Yunli Lee ◽

Xiaowei Gu ◽

Plamen P Angelov ◽

David Chek Ling Ngo ◽

...

Keyword(s):

Exchange Rate ◽

Fuzzy Systems ◽

Foreign Currency ◽

Rate Prediction ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Neuro Fuzzy ◽

Exchange Rate Prediction

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Generalization by weight-elimination applied to currency exchange rate prediction

IJCNN-91-Seattle International Joint Conference on Neural Networks ◽

10.1109/ijcnn.1991.155287 ◽

2002 ◽

Cited By ~ 33

Author(s):

A.S. Weigend ◽

D.E. Rumelhart ◽

B.A. Huberman

Keyword(s):

Exchange Rate ◽

Rate Prediction ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Exchange Rate Prediction

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