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IEEE Published Article

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Enhancing Currency Exchange Rate Prediction Using PSO-Based Hyperparameter Optimization of MLP Networks

Authors: Y. O. Shaarab, A. M. Z. Abo Zeid, Z. C. Muda, M. Abi Assaf, A. Solyman, M. N. Hassan

Publication:

Date:

DOI: 10.1109/ASIANComNet68615.2025.11579535

Keywords

Foreign exchange forecasting GBP/USD particle swarm optimization (PSO) multi-layer perceptron (MLP) hyperparameter tuning time series prediction Modeling Forecasting Optimization Tuning Exchange rates Particle swarm optimization Timing Printing Training Currencies

Authors

Y. O. Shaarab

A. M. Z. Abo Zeid

Z. C. Muda

M. Abi Assaf

A. Solyman

M. N. Hassan

Publication Details

Publisher

IEEE

Volume

Issue

ISSN