PUBLICATIONS
| - Oladele, D.A. and Markus, E.D., 2025. ABA-IDS: Attention-Based Autoencoder for Intrusion Detection in Assistive mobility robotic Network. IEEE Access.
- Oladele, D.A., Markus, E.D. and Abu-Mahfouz, A.M., 2025. BEV-CAM3D: A Unified Bird’s-Eye View Architecture for Autonomous Driving with Monocular Cameras and 3D Point Clouds. AI, 6(4), p.82.
- Oladele, D.A., Markus, E.D. and Abu-Mahfouz, A.M., 2025. Fastseg3d: A Fast, Efficient, and Adaptive Ground Filtering Algorithm for 3d Point Clouds in Mobile Sensing Applications. AI, 6(5), p.97.
- Molepo, I.K., Markus, E.D. and Abu-Mahfouz, A., 2025, July. Intelligent System for Conformity Assessment Testing on the Energy Performance of Household Appliances—A South African Perspective. In International Conference on Green Energy and Environment Engineering (pp. 226-237). Cham: Springer Nature Switzerland.
- Mekonen, E.A., Salau, A.O., Markus, E.D., Kassahun, E. and Tin, T.T., 2024. Model Predictive Controller Design for a Pesticide Spraying Robot. Mathematical Modelling of Engineering Problems, 11(12).
- Jara, T.T., Salau, A.O., Markus, E.D., Omeje, C.O. and Tin, T.T., 2024. Optimization of a Fuzzy-Based MPPT Controller for a PV Water Pumping System Through a PSO-Based Approach. Mathematical Modelling of Engineering Problems, 11(9).
- Koyana N., Markus E.D., Malusi S. and Abu-Mahfouz A., 2024. Comparison between machine learning techniques for early air-pollution detection: A case of Bonajala Platinum District Municipality (BPDM), South Africa. International Journal of Environmental Science and Development, 157-168.
- Makhetha, M.J., Markus, E.D. and Abu-Mahfouz, A.M., 2024. Integration of wireless power transfer and low power wide area networks in IoT applications—A review. Sensors International, p.100284.
- Salau, A. O., Tsehay, A., Markus, E. D., Eneh, J.N., & Ozue T.I. (2024). Prediction of the risk of developing heart disease using logistic regression. International Journal of Electrical and Computer Engineering, 1809-1815.
- Salau, A. O., Kanchana, K., Anoop, K. J., Markus, E. D., & Braide, S. L. (2024). Suppression of over voltage in SiC-based inverter fed induction motor. Australian Journal of Electrical and Electronics Engineering, 21(1), 11-28.
- Figlan, M.S. and Markus, E.D., 2024. Short Term Load Forecasting for Transnet Port in East London South Africa. In E3S Web of Conferences (Vol. 572, p. 03001). EDP Sciences.
- Kukuni, T., Markus, E.D., Kotze, B. and Abu-Mahfouz, A.M., 2024. Comparative Sensory Data Monitoring Model Based On Multiple Algorithms between Server and Client PI within A Smart Manufacturing Setup. International Journal of Communication Networks and Information Security, 16(1), 408-419
- Nkuzo, L., Sibiya, M., & Markus, E. D. 2023. A Comprehensive Analysis of Real-Time Car Safety Belt Detection Using the YOLOv7 Algorithm. Algorithms, 16(9), 400.
- Salau, A. O., Markus, E. D., Assegie, T. A., Omeje, C. O., & Eneh, J. N. (2023). Influence of Class Imbalance and Resampling on Classification Accuracy of Chronic Kidney Disease Detection. Mathematical Modelling of Engineering Problems, 10(1).
- Kulor, F., Markus ED and Kanzumba, K., 2023. Design and Control of Hybrid Dual Nozzle Gas Turbine Power Generating Plant using Model Predictive Control. NeuroQuantology, 21(2), p.1.
- Kulor, F., Markus ED. and Kanzumba, K., 2023. Dynamic Analysis and Design of a Dual Nozzle Control System for Gas Turbine Power Plant Efficient Operation Using Parallel PID Controller. NeuroQuantology, 21(2), p.14.
- Makhetha, M. J., Markus, E. D., & Abu-Mahfouz, A. M. (2022). Efficient wireless power transfer via self-resonant Conformal Strongly Coupled Magnetic Resonance for wireless sensor networks. Energy Reports, 8, 1358-1367.
- Kukuni, T.G., Markus, ED., Kotze, B. and Abu-Mahfouz, A.M., 2022. Development of IoT-based machine learning application for data anomaly detection with in a smart manufacturing plant.
- Tsiu, L. and Markus, E.D., 2022, December. Multiple Mobile Robotic Formation Control Based on Differential Flatness. In International Conference on Emerging Technologies for Developing Countries (pp. 113-128). Cham: Springer Nature Switzerland.
- Fadeyi, J. and Markus, ED, 2022, December. Spectrum Optimization of Low Power Wide Area Network Utilization in Smart Cities. In International Conference on Intelligent and Innovative Computing Applications (pp. 254-263).
- Markus, E. D., Kulor, F., Apprey, M. W., & Agbevanu, K. T. (2022). Low-cost electronic bamboo walking stick: an innovative assistive mobility aid for the blind. TELKOMNIKA (Telecommunication Computing Electronics and Control), 20(4), 883-891.
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