selected publications academic article Log-sigmoid Activation Function based MLP Network for Aggregate Classification. Jurnal Kejuruteraan. 37:471-475. 2025 Experimental Characterisation of BGBC OTFT for Indoor CO<sub>2</sub> Gas Sensing. Key Engineering Materials. 977:69-77. 2024 The Effect of Annealing Temperatures on the Phase Transition and Structural Properties of MnCoGe Compound. Key Engineering Materials. 908:332-336. 2022 conference paper ECG Cardiac Abnormality Signal Classification Using HMLP Network. 317-321. 2024 Shape aggregate classification using MLP based activation function. AIP Conference Proceedings. 020026. 2024 Prediction of ECG Cardiac Abnormality Signal using Supervised Prediction Model. 294-298. 2023 Cardiac Abnormality Prediction using Logsig-Based MLP Network. 42-46. 2022