Dr. Mahfuzah Mustafa
Expertise: Biomedical signals, Medical imaging, Signal Processing, Image Processing
- PhD in Electrical Engineering
Universiti Teknologi MARA Malaysia.
- Master of Electrical Engineering
Universiti Tun Hussein Onn Malaysia.
- Bachelor of Engineering (Hons) in Computer System & Communications
Universiti Putra Malaysia.
- Diploma in Electronics Engineering
Universiti Teknologi Malaysia.
Professional membership & activities:
- Professional Engineer & Member, Board of Engineers Malaysia (BEM).
- Circuit Analysis I
- Circuit Analysis II
- Analog Electronics II
- Automation & Robotics
- Project Management
- Engineering Project I
- Engineering Project II
- Integrated Engineering Project
 M. Mustafa, H.N.O. Rashid, N.R.H. Abdullah, R. Samad and D. Pebrianti, “Mamography Image Segmentation: Chan-Vese Active Contour and Approach”, Indonesian Journal of Electrical Engineering and Computer Science, vol. 6, pp. 577-583, 2017.
 M.Mustafa, R. A. Mustafar, R. Samad, N. R. H. Abdullah and N. Sulaiman, “Observation of The Effeects of Playing Games With The Human Brain Waves,” Jurnal Teknologi, vol. 77, no. 7, pp. 61-65, 2015.
 M. Mustafa, M. N. Taib, Z. H. Murat, and N. Sulaiman, "Comparison between KNN and ANN Classification in Brain Balancing Application via Spectrogram Image," Journal of Computer Science & Computational Mathematics, vol. 2, pp. 17-22, 2012.
 M. Mustafa, M. N. Taib, Z. H. Murat, N. Sulaiman, and S. A. M. Aris, "Classification of EEG Spectrogram Image with ANN Approach for Brainwave Balancing Application," International Journal of Simulation Systems, Science & Technology, vol. 12, pp. 29-34, 2011.
 N. S. A. Rahman, M. Mustafa, R. Samad, N. Sulaiman, N. R. H. Abdullah, N. H. Noordin, A. A. Hadi, S. N. A. S. Ahmad, "Initial Experiment of Muscle Fatigue During Driving Game Using Electromyography", 2017 IEEE 7th International Conference on System Engineering & Technology (ICSET2017), 2017, pp.101-105.
 K.C. Keong, M. Mustafa, A.J. Mohammad, M.H. Sulaiman, N.R.H. Abdullah, R. Samad and D. Pebrianti, “Levenberg-Marquardt Flood Prediction for Sungai Isap Residence”, Proceedings of IEEE Conference on Systems, Process and Control (ICSPC 2016), 2016, pp. 160-165.
 K.C. Keong, M. Mustafa, A.J. Mohammad, M.H. Sulaiman and N.R.H. Abdullah, “Artificial Neural Network Flood Prediction for Sungai Isap Residence”, in Proceedings of IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS2016),2016, pp.236-241.
 M.Mustafa, N.S.H. A. Hamid, N. R. H. Abdullah, R. Samad, D. Pebrianti, “Brain Dominance Using Brainwave Signal”, in Proceedings of 5th IEEE International Conference On Control System, Computing & Engineering (ICCSCE), 2015, pp. 298-302.
 K. C. Keong, M.Mustafa, A.J. Mohammad, M.H. Sulaiman, “Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine”, Technology & Applications for Disaster Management International Conference 2015 (TADMIC 2015), Intercontinental Kuala Lumpur, 27-28 October 2015.(Unpublished)
 M. Mustafa, S. K. Huong, N. Sulaiman, R. Samad, N. R. H. Abdullah, N. S. Pakheri and M. N. Taib, “Initial Result of Body Earthing on Student Stress Performance,” Proceeding of Biosignal Analysis, Processing and Systems (ICBAPS), 2015, pp. 129-133.
 M. Mustafa, and N. A. A, Lokman, “kNN Classification of epilepsy Brainwaves,” presented at Malaysian Technical Universities Conference on engineering and Technology (MUCET 2013), 2013.
 M. Mustafa, M. N. Taib, S. Lias, Z. H. Murat and N.Sulaiman, “Statistical Analysis of Balanced brain and IQ Applications," inProceedings of the IEEE 3rd International Conference on System Engineering and Technology (ICSET2013), 2013, pp.181-185.
 M. Mustafa, M. N. Taib, S. Lias, Z. H. Murat and N.Sulaiman, "Classification of EEG Spectrogram Using ANN for IQ Application," in Proceedings of the International Conference on Technological Advances in Electrical, Electronics and Computer Engineering (TAEECE2013), 2013, pp. 200 - 204.
 M. Mustafa, M. N. Taib, S. Lias, and Z. H. Murat, "IQ Classification Using EEG Spectrogram via GLCM Approach," in Proceedings of the 1st Taibah University International Conference on Computing and Information Technology (ICCIT 2012), 2012, pp. 534 - 538.
 M. Mustafa, M. N. Taib, Z. H. Murat and N. Sulaiman, “Classification of EEG Spectrogram Image using kNN and ANN for Brainwave Balancing Application,” in Proceedings of the Conference on Computer Science & Computational Mathematics, 2012, pp. 72-76.
 M. Mustafa, M. N. Taib, Z. H. Murat, and S. Lias, "GLCM texture feature reduction for EEG spectrogram image using PCA," in Proceedings of 2010 IEEE SCOReD, 2010, pp. 426-429.
 M. Mustafa, M. N. Taib, Z. H. Murat, and N. H. A. Hamid, "GLCM texture classification for EEG spectrogram image," in Proceedings of the IECBES Conference, 2010, pp. 373-376.
 M. Mustafa, Z. H. Murat, and M. N. Taib, "Initial experimental EEG signal topography," in Proceedings of 2009 IEEE SCOReD, 2009, pp. 157-159.
 M. Mustafa, R. Misuari, and H. Daniyal, "Forward Kinematics of 3 Degree of Freedom Delta Robot," inProceedings of the 5th 2007 IEEE SCOReD 2007, pp. 1-4.
 M. Mustafa, H. Ahmad, and H. Daniyal, "Study of Forward and Inverse Kinematics for Staubli-Unimation," presented at the International Conference on Control, Instrumentation and Mechatronics 2007.
 M. Mustafa, R. Samad, N. H. Adullah, S. N. S. A. Rahman, and A. van Raaij, "OPC for Siemens PLC and LabVIEW Interfacing," presented at the International Conference on Man-Machined Systems (ICOMMS 2006), 2006.
Research & Development
Signal analysis and processing
Image analysis and pattern recognition
My Research Students & Supervision
My project involved in :
Postgraduates program (Masters/PhD)
Final Year Project (Bachelor Degree)
Integrated Engineering Project (Bachelor Degree)
Recent Master Students:
Khoo Chun Keong
Noor Aisyah Ab Rahman