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Author

Hoang Ha Nguyen

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Open access Sep 2026

A multi-horizon CNN-GRU architecture for gold price forecasting

Precise price forecasting in gold markets constitutes a fundamental objective for financial risk management systems operating within volatile environments. Conventional econometric frameworks and standalone deep learning models frequently exhibit insufficient capacity to capture the non-linear dependencies and chaotic...

Hoang Ha Nguyen, Dinh Hoa Cuong Nguyen, An Binh Truong · 0 citations
Open access Aug 2026

Hybrid deep learning model for enhanced short-term gold price forecasting

STGP-Net is introduced, a novel hybrid deep learning model designed to enhance prediction accuracy by integrating one-dimensional convolutional neural network (1D-CNN) and long short-term memory (LSTM) that provides better performance and robustness than alternative hybrid models tested.

Hoang Ha Nguyen, Minh Duc Nguyen, Cuong H. Nguyen-Dinh · 0 citations

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