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Nur Haizum, Abd Rahman and Yin, Chin Hui and Hani Syahida, Zulkafli (2024) Activation functions performance in multilayer perceptron for time series forecasting. In: AIP Conference Proceedings. The 6th ISM International Statistical Conference (ISM-VI) 2023 , 19–20 September 2023 , Shah Alam, Malaysia. pp. 1-10., 3123 (1). ISBN 978-0-7354-5030-1 (Published)

Nur Haizum, Abd Rahman and Saidatul Nurfarahin, Muhammad Yusof and Iszuanie Syafidza, Che Ilias and Gopal, Kathiresan and Hannuun, Yaacob and Noraishah, Mohammad Sham (2024) Spatio-temporal model to forecast covid-19 confirmed cases in high-density areas of Malaysia. Malaysian Journal of Fundamental and Applied Sciences, 20 (5). pp. 972-984. ISSN 2289-5981. (Published)

Nur Haizum, Abd Rahman and Jia, Goh Hui and Hani Syahida, Zulkafli (2023) GARCH models and distributions comparison for nonlinear time series with volatilities. Malaysian Journal of Fundamental and Applied Sciences, 19 (6). pp. 989-1001. ISSN 2289-5981. (Published)

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Xiang, Kelly Pang Li and Syafrina, Abdul Halim and Nur Haizum, Abd Rahman (2024) Hyperparameter tuning of deep neural network in time series forecasting. Menemui Matematik (Discovering Mathematics), 46 (1). pp. 47-73. ISSN 0126-9003. (Published)