Abd Rahman, N.H. et al. 2025. Optimising LSTM and BiLSTM Models for Time Series Forecasting Through Hyperparameter Tuning. Journal of Quality Measurement and Analysis. 21, 3 (Sept. 2025), 191–205. DOI:https://doi.org/10.17576/jqma.2103.2025.12.