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 ◽

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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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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Currency exchange rate prediction and neural network design strategies

Neural Computing and Applications ◽

10.1007/bf01411374 ◽

1993 ◽

Vol 1 (1) ◽

pp. 46-58 ◽

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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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 ◽

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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Forecasting of Currency Exchange Rate Using Artificial Neural Network: A Case Study of Solomon Island Dollar

PRICAI 2019: Trends in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-29894-4_58 ◽

2019 ◽

pp. 729-733

Author(s):

James D. Kimata ◽

M. G. M. Khan ◽

Anuraganand Sharma ◽

Mahmood A. Rashid ◽

Tokaua Tekabu

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Exchange Rate ◽

Solomon Island ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Artificial Neural

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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 ◽

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 ◽

Exchange Rate Prediction

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Currency Exchange Rate Prediction with Long Short-Term Memory Networks Based on Attention and News Sentiment Analysis

2019 International Conference on Technologies and Applications of Artiﬁcial Intelligence (TAAI) ◽

10.1109/taai48200.2019.8959884 ◽

2019 ◽

Author(s):

Ching-I Lee ◽

Chia-Hui Chang ◽

Feng-Nan Hwang

Keyword(s):

Exchange Rate ◽

Sentiment Analysis ◽

Short Term Memory ◽

Term Memory ◽

Currency Exchange ◽

Currency Exchange Rate ◽

Long Short Term Memory ◽

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 ◽

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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Neural Network-Based AILC for Nonlinear Discrete-Time System with Iteration Varying Initial Error and Reference Trajectory

2018 5th International Conference on Information Science and Control Engineering (ICISCE) ◽

10.1109/icisce.2018.00179 ◽

2018 ◽

Author(s):

Peng Xu ◽

Qing-Yuan Xu

Keyword(s):

Neural Network ◽

Discrete Time ◽

Reference Trajectory ◽

Initial Error ◽

Discrete Time System ◽

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Understanding the Shift of Correlation Structure in Major Currency Exchange Rate

Malaysian Journal of Fundamental and Applied Sciences ◽

10.11113/mjfas.v8n3.137 ◽

2014 ◽

Vol 8 (3) ◽

Author(s):

Nur Syahidah Yusoff ◽

Maman Abdurachman Djauhari

Keyword(s):

Complex System ◽

Exchange Rate ◽

Financial Market ◽

Spanning Tree ◽

Minimum Spanning Tree ◽

Correlation Structure ◽

High Dimensional ◽

Currency Exchange ◽

Currency Exchange Rate

In this paper, we study the high dimensional correlation structure of financial market. Correlation structure can be considered as a complex system that relates each variable to the others in terms of correlation. To analyze such complex system, minimum spanning tree is constructed to simplify the network. A case study will be presented and a conclusion will be highlighted.

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