“Comparative Evaluation of Deep Learning Architectures for Gold Price Forecasting: a Case Study of Hierarchical vs. Transformer-Based Approaches” (2025) Physical Education, Health and Social Sciences, 3(4), pp. 122–132. doi:10.63163/jpehss.v3i4.969.