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Article

Muhammad Nur Arif, Mohd Farid and Hasan, Md Mahmudul and Norizam, Sulaiman and Mahfuzah, Mustafa and Siti Armiza, Mohd Aris (2024) Advancing security measures: A brainwave-based biometric system for user identification and authentication. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 6 (1). pp. 66-80. ISSN 2637-0883. (Published)

Afiqah, Norsepri and Norizam, Sulaiman and Mahfuzah, Mustafa and Hasan, Md Mahmudul and Siti Armiza, Mohd Aris (2023) A study of engineering student IQ and EQ based on analyzing of electroencephalogram (EEG) signals. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 5 (2). pp. 57-66. ISSN 2637-0883. (Published)

Rafiuddin, Abdubrani and Mahfuzah, Mustafa and Zarith Liyana, Zahari (2023) A robust framework for driver fatigue detection from EEG signals using enhancement of modified Z-score and multiple machine learning architectures. IIUM Engineering Journal, 24 (2). pp. 354-372. ISSN 1511-788X. (Published)

Faradila, Naim and Mahfuzah, Mustafa and Norizam, Sulaiman and Zarith Liyana, Zahari (2022) Dual-layer ranking feature selection method based on statistical formula for driver fatigue detection of EMG signals. Traitement du Signal, 39 (3). pp. 1079-1088. ISSN 0765-0019. (Published)

Zarith Liyana, Zahari and Mahfuzah, Mustafa and Rafiuddin, Abdubrani (2022) The multimodal parameter enhancement of electroencephalogram signal for music application. IAES International Journal of Artificial Intelligence, 11 (2). pp. 414-422. ISSN 2089-4872. (Published)

Zarith Liyana, Zahari and Mahfuzah, Mustafa and Noor Aisyah, Ab Rahman and Rafiuddin, Abdubrani and Zaridah, Mat Zain (2022) An effectiveness of EEG signal based on body earthing application. International Journal on Advanced Science, Engineering and Information Technology, 12 (6). 2322 -2326. ISSN 2088-5334. (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Bari, Bifta Sama and Rashid, Mamunur and Mahfuzah, Mustafa (2022) A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline. Neuroscience Informatics, 2 (1). pp. 1-13. ISSN 2772-5286. (Published)

Mahfuzah, Mustafa and Zarith Liyana, Zahari and Rafiuddin, Abdubrani (2021) Optimal accuracy performance in music-based EEG signal using Matthew correlation coefficient advanced (MCCA). Jurnal Teknologi, 83 (6). pp. 53-61. ISSN 0127-9696. (Published)

Rashid, Mamunur and Mahfuzah, Mustafa and Norizam, Sulaiman and Nor Rul Hasma, Abdullah and Rosdiyana, Samad (2021) Random subspace K-NN based ensemble classifier for driver fatigue detection utilizing selected EEG channels. Traitement du Signal, 38 (5). pp. 1259-1270. ISSN 0765-0019. (Published)

Zarith Liyana, Zahari and Mahfuzah, Mustafa and Zaridah, Mat Zain and Rafiuddin, Abdubrani and Faradila, Naim (2021) The enhancement on stress levels based on physiological signal and self-stress assessment. Traitement du Signal, 38 (5). pp. 1439-1447. ISSN 0765-0019. (Published)

Rashid, Mamunur and Bari, Bifta Sama and Norizam, Sulaiman and Mahfuzah, Mustafa and Md Jahid, Hasan and Islam, Md Nahidul and Naziullah, Shekh (2021) A hybrid environment control system combining EMG and SSVEP signal based on brain-computer interface technology. SN Applied Sciences, 3 (9). pp. 1-14. ISSN 2523-3971. (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Bari, Bifta Sama (2020) Five-Class SSVEP Response Detection using Common Spatial Pattern (CSP)-SVM Approach. International Journal of Integrated Engineering, 12 (6). pp. 165-173. ISSN 2229-838X (Print); 2600-7916 (Online). (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Bari, Bifta Sama and Sadeque, Md Golam and Hasan, Md Jahid (2020) Wink based facial expression classification using machine learning approach. SN Applied Sciences, 2 (2). pp. 183-191. ISSN 2523-3963 (Print); 2523-3971 (Online). (Published)

Rosdiyana, Samad and Phua, Jin Hoe and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah and Pebrianti, Dwi and Nurul Hazlina, Noordin (2018) Comparison of filtering methods for extracting transient facial wrinkle features. Journal of Telecommunication, Electronic and Computer Engineering, 10 (1-2). pp. 99-104. ISSN 2180-1843 (Print); 2289-8131 (Online). (Published)

Norizam, Sulaiman and Mahfuzah, Mustafa and M. S., Jadin and Fahmi, Samsuri and Amran, Abdul Hadi and Wen Xiang, B. L. and M. S., Najib (2018) Development of smart security system for building or laboratory entrance based on human’s brain (EEG) and voice signals. Journal of Telecommunication, Electronic and Computer Engineering, 10 (1-3). pp. 139-146. ISSN 2289-8131. (Published)

Pebrianti, Dwi and Chun, Yee Woon and Hao, Yong Hooi and Qian, Goh Ming and Mahfuzah, Mustafa and Rosdiyana, Samad and Bayuaji, Luhur (2018) Leader-follower of quadrotor micro aerial vehicle. Journal of Telecommunication, Electronic and Computer Engineering, 10 (1-2). pp. 67-73. ISSN 2180-1843 (Print); 2289-8131 (Online). (Published)

Rosdiyana, Samad and Law, Wen Yan and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah and Pebrianti, Dwi (2018) Multiple human body postures detection using kinect. Indonesian Journal of Electrical Engineering and Computer Science, 10 (2). pp. 528-536. ISSN 2502-4752. (Published)

Nor Rul Hasma, Abdullah and Mahfuzah, Mustafa and Rosdiyana, Samad and Pebrianti, Dwi and Lailatul Niza, Muhammad (2018) PSO based optimal reactive power dispatch (ORPD) considering multi-contingencies. Journal of Telecommunication, Electronic and Computer Engineering, 10 (1-3). pp. 41-44. ISSN 2180-1843 (Print); 2289-8131 (Online). (Published)

Rosdiyana, Samad and Lim, Siong Hee and Mahfuzah, Mustafa and Pebrianti, Dwi and Nor Rul Hasma, Abdullah and Nurul Hazlina, Noordin (2018) Real-time kinect fingers tracking and recognition for servo gripper controller. Journal of Telecommunication, Electronic and Computer Engineering, 10 (1-2). pp. 155-160. ISSN 2180-1843 (Print); 2289-8131 (Online). (Published)

Wan Syahirah, Wan Samsudin and Rosdiyana, Samad and Kenneth, Sundaraj and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah (2017) Correlation of Objective Assessment of Facial Paralysis with House-Brackmann Score. TELKOMNIKA, 15 (2). pp. 829-835. ISSN 1693-6930. (Published)

Rosdiyana, Samad and Muhammad Zabri, Abu Bakar and Pebrianti, Dwi and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah (2017) Elbow Flexion and Extension Rehabilitation Exercise System Using Marker-less Kinect-based Method. International Journal of Electrical and Computer Engineering (IJECE), 7 (3). pp. 1602-1610. ISSN 2088-8708. (Published)

Pebrianti, Dwi and Ong , Ying Peh and Rosdiyana, Samad and Mahfuzah, Mustafa and Bayuaji, Luhur and Nor Rul Hasma, Abdullah (2017) Intelligent Control for Visual Servoing System. Indonesian Journal of Electrical Engineering and Computer Science, 6 (1). pp. 72-79. ISSN 2502-4752. (Published)

Khairul Amrizal, Abu Nawas and Mahfuzah, Mustafa and Rosdiyana, Samad and Pebrianti, Dwi and Nor Rul Hasma, Abdullah (2017) K-NN classification of brain dominance. International Journal of Electrical and Computer Engineering (IJECE), 8 (4). pp. 2494-2502. ISSN 2088-8708. (Published)

Mahfuzah, Mustafa and Hana Najwa, Omar Rashid and Nor Rul Hasma, Abdullah and Rosdiyana, Samad and Pebrianti, Dwi (2017) Mammography Image Segmentation: Chan-Vese Active Contour and Localised Active Contour Approach. Indonesian Journal of Electrical Engineering and Computer Science, 5 (3). pp. 577-588. ISSN 2502-4752. (Published)

Norizam, Sulaiman and M. S., Jadin and Amran, Abdul Hadi and Mahfuzah, Mustafa and Kamarul Hawari, Ghazali (2016) Development of Online Vehicle Plate Recognition System. Journal of Electrical, Electronics, Control and Instrumentations Engineering (JEECIE), 1 (6). pp. 30-34. ISSN 2462-2303. (Published)

Mahaletchumi, Morgan and Nor Rul Hasma, Abdullah and M. H., Sulaiman and Mahfuzah, Mustafa and Rosdiyana, Samad (2016) Benchmark studies on Optimal Reactive Power Dispatch (ORPD) Based Multi-Objective Evolutionary Programming (MOEP) using Mutation Based on Adaptive Mutation Operator (AMO) and Polynomial Mutation Operator (PMO). Journal of Electrical Systems, 12 (1). pp. 121-132. ISSN 1112-5209. (Published)

Norizam, Sulaiman and Mohd Nasir, Taib and Sahrim, Lias and Zunairah, Murat and Siti Armiza, Mohd Aris and Mahfuzah, Mustafa and Nazre, Abdul Rashid (2012) Electroencephalogram-Based Stress Index. Journal of Medical Imaging and Health Informatics, 2 (3). pp. 327-335. ISSN 2156-7018 (Print); 2156-7026 (Online). (Published)

Mahfuzah, Mustafa and Mohd Nasir, Taib and Zunairah, Murat and Norizam, Sulaiman and Siti Armiza, Mohd Aris (2011) Classification of EEG spectrogram image with ANN approach for brainwave balancing application. Classification of EEG Spectrogram Image. pp. 30-37. ISSN 1473-804x(Online); 1473-8031(print) . (Published)

Book

Azle, Abd Ghalim and Azri, Alias and Azrizulazmi, Bustan and Fadzida, Ismail and Hamdan, Daniyal and Hamzah, Ahmad and Mahfuzah, Mustafa and Mohamad Fadli, Zolkipli and Mohamad Rusydi, Mohamad Yasin and Mohd Azmir, Mohd Azhari and Mohd Fadzil Faisae, Ab Rashid and Mohd Fairusham, Ghazali and Mohd Rusllim, Mohamed and Muhammad Fauzi, Ali and Nasratun, Masngut and Noor Raha, Mohd Radzuan (2018) Quality assurance manual: Academic programme collaboration. Penerbit UMP, Kuantan, Pahang. ISBN 9789672226864

Book Chapter

Muhammad Amzar Syazani, Mohd Azli and Mahfuzah, Mustafa and Rafiuddin, Abdubrani and Amran, Abdul Hadi and S. N., Aqida and Zarith Liyana, Zahari (2018) Electromyograph (EMG) signal analysis to predict muscle fatigue during driving. In: Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018. Lecture Notes in Electrical Engineering . Springer Singapore, Singapore, pp. 405-420. ISBN 978-981-13-3708-6

Noor Aisyah, Ab Rahman and Mahfuzah, Mustafa and Rosdiyana, Samad and Nor Rul Hasma, Abdullah and Norizam, Sulaiman (2018) Energy spectral density analysis of muscle fatigue. In: Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018. Lecture Notes in Electrical Engineering . Springer Singapore, Singapore, pp. 437-446. ISBN 978-981-13-3708-6

Goh, Ming Qian and Pebrianti, Dwi and Bayuaji, Luhur and Nor Rul Hasma, Abdullah and Mahfuzah, Mustafa and Mohammad, Syafrullah and Indra, Riyanto (2018) Waypoint navigation of quad-rotor MAV using Fuzzy-PID control. In: Intelligent Manufacturing & Mechatronics: Proceedings of Symposium, 29 January 2018, Pekan, Pahang, Malaysia. Lecture Notes in Mechanical Engineering . Springer Singapore, Singapore, pp. 271-284. ISBN 9789811087875

Goh, Ming Qian and Pebrianti, Dwi and Luhur, Bayuaji and Rosdiyana, Samad and Mahfuzah, Mustafa and Mohammad, Syafrullah (2018) Adaptive fuzzy-PID controller for quad-rotor MAV with mass changes. In: Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018. Lecture Notes in Electrical Engineering . Springer Singapore, Singapore, pp. 257-269. ISBN 978-981-13-3708-6

Conference or Workshop Item

Norizam, Sulaiman and Mahfuzah, Mustafa and Fahmi, Samsuri and Siti Armiza, Mohd Aris and Nik Izzat Amirul, Mohd Zailani (2024) Human Mental Stage Interpretation Based on the Analysis of Electroencephalogram (EEG) Signals. In: Intelligent Manufacturing and Mechatronics, Lecture Notes in Networks and Systems. 4th International conference on Innovative Manufacturing, Mechatronics and Materials Forum, iM3F2023 , 07 – 08 August 2023 , Pekan, Malaysia. pp. 225-237., 850. ISSN 2367-3389 ISBN 978-981-99-8819-8 (Published)

Hazim, Yusof and Islam, Md Nahidul and Mohd Shawal, Jadin and Mahfuzah, Mustafa and Norizam, Sulaiman (2022) EEG mechanism interaction to evaluate vehicle’s driver microsleep. In: The 6th National Conference for Postgraduate Research (NCON-PGR 2022) , 15 November 2022 , Virtual Conference, Universiti Malaysia Pahang, Malaysia. p. 120.. (Published)

Nori Elfahmi, Darwis and Nor Rul Hasma, Abdullah and Ibrahim Haruna, Shanono and Mahfuzah, Mustafa and Rosdiyana, Samad (2022) Allocation and sizing of Distributed Generation (DG) using Multi Verse Optimizer (MVO). In: IET Conference Proceedings. 2022 Engineering Technology International Conference, ETIC 2022 , 7 - 8 September 2022 , Kuantan, Virtual. pp. 190-197., 2022 (22). ISSN 2732-4494 ISBN 978-183953782-0 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Mahfuzah, Mustafa and Md Jahid, Hasan (2022) Auditory Evoked Potentials (AEPs) Response Classification: A Fast Fourier Transform (FFT) and Support Vector Machine (SVM) Approach. In: Proceedings of the 12th National Technical Seminar on Unmanned System Technology 2020: NUSYS’20 , 27-28 October 2020 , Virtually via the IEEE OES Malaysia Virtual/Online Conference Platform. pp. 539-549., 770. (Published)

Al-Amoudi, Ibrahim and Rosdiyana, Samad and Nor Rul Hasma, Abdullah and Mahfuzah, Mustafa and Pebrianti, Dwi (2022) Automatic attendance system using face recognition with deep learning algorithm. In: Lecture Notes in Electrical Engineering; 12th National Technical Seminar on Unmanned System Technology, NUSYS 2020 , 24-25 November 2020 , Virtual, Online. pp. 573-588., 770 (266059). ISSN 1876-1100 ISBN 978-981162405-6 (Published)

Farhan Anis, Azhar and Mahfuzah, Mustafa and Norizam, Sulaiman and Rashid, Mamunur and Bari, Bifta Sama and Islam, Md Nahidul and Hasan, Md Jahid and Nur Fahriza, Mohd Ali (2022) The Classification of Electrooculogram (EOG) through the application of Linear Discriminant Analysis (LDA) of selected time-domain signals. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. pp. 583-591., 730 (262829). ISSN 1876-1100 ISBN 978-981334596-6 (Published)

Norizam, Sulaiman and Nuraini, Ismail and Md Nahidul, Islam and Rashid, Mamunur and Mohd Shawal, Jadin and Mahfuzah, Mustafa and Fahmi, Samsuri (2022) Development of EEG-based system to identify student learning attention ability. In: Lecture Notes in Electrical Engineering; 12th National Technical Seminar on Unmanned System Technology, NUSYS 2020 , 24-25 November 2020 , Virtual, Online. pp. 627-639., 770 (266059). ISSN 1876-1100 ISBN 978-981162405-6 (Published)

Islam, Md. Nahidul and Norizam, Sulaiman and Mahfuzah, Mustafa (2022) Diagnosis of hearing impairment based on wavelet transformation and machine learning approach. In: Lecture Notes in Electrical Engineering; 6th International Conference on Electrical, Control and Computer Engineering, InECCE 2021 , 23 August 2021 , Kuantan, Pahang. pp. 705-715., 842 (274719). ISSN 1876-1100 ISBN 978-981168689-4 (Published)

Siti Nur Hazirah, Asmadi and Nor Rul Hasma, Abdullah and Shanono, Ibrahim Haruna and Mahfuzah, Mustafa and Rosdiyana, Samad (2022) Improving system static security via optimal placement of static var compensator using Multi Verse Optimizer (MVO). In: IET Conference Proceedings. 2022 Engineering Technology International Conference, ETIC 2022 , 7 - 8 September 2022 , Kuantan, Virtual. pp. 397-404., 2022 (22). ISSN 2732-4494 ISBN 978-183953782-0 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Mahfuzah, Mustafa and Mohd Shawal, Jadin (2022) Investigation of Time-Domain and Frequency-Domain Based Features to Classify the EEG Auditory Evoked Potentials (AEPs) Responses. In: Recent Trends in Mechatronics Towards Industry 4.0: Selected Articles from iM3F 2020, Malaysia , 6 August 2020 , Universiti Malaysia Pahang (Virtual). pp. 497-508., 730. ISBN 978-981-33-4597-3 (Published)

Norizam, Sulaiman and Ailis Aimylia, Hasim and Islam, Md Nahidul and Mahfuzah, Mustafa and Mohd Shawal, Jadin (2022) Investigation of electroencephalogram (EEG) sensor position for brain-controlled home automation. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2021 , 20 September 2021 , Gambang. pp. 471-484., 900 (277979). ISSN 1876-1100 ISBN 978-981192094-3 (Published)

Mohd Munif, Rosli and Mohd Shawal, Jadin and Mahfuzah, Mustafa and Norizam, Sulaiman and Mohd Shafie, Bakar (2022) Performance analysis of the PV module mitigation method affected by hotspot condition. In: IET Conference Proceedings. 2022 Engineering Technology International Conference, ETIC 2022 , 7 - 8 September 2022 , Kuantan, Virtual. pp. 335-340., 2022 (22). ISSN 2732-4494 ISBN 978-183953782-0 (Published)

Farhan Anis, Azhar and Mahfuzah, Mustafa and Norizam, Sulaiman and Mamunur, Rashid and Bari, Bifta Sama and Islam, Md Nahidul and Hasan, Md Jahid and Nur Fahriza, Mohd Ali (2022) The classification of Electrooculogram (EOG) through the application of Linear Discriminant Analysis (LDA) of selected time-domain signals. In: Lecture Notes in Electrical Engineering. Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang. pp. 583-591., 730. ISSN 1876-1100 ISBN 978-981334596-6 (Published)

Faradila, Naim and Mahfuzah, Mustafa and Norizam, Sulaiman and Noor Aisyah, Ab Rahman (2022) The study of time domain features of EMG signals for detecting driver’s drowsiness. In: Lecture Notes in Electrical Engineering. Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang. pp. 427-438., 730. ISSN 1876-1100 ISBN 978-981334596-6 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Bari, Bifta Sama and Rashid, Mamunur and Mahfuzah, Mustafa (2021) Auditory Evoked Potential (AEP) Based Brain-Computer Interface (BCI) Technology: A Short Review. In: iCITES 2020: Advances in Robotics, Automation and Data Analytics , Universiti Malaysia Pahang (Virtual Conference). pp. 272-284.. ISBN 978-3-030-70917-4 (Published)

Sheng, Guang Heng and Rosdiyana, Samad and Mahfuzah, Mustafa and Zainah, Md. Zain and Nor Rul Hasma, Abdullah and Dwi, Pebrianti (2021) Classification of facial part movement acquired from Kinect V1 and Kinect V2. In: Lecture Notes in Electrical Engineering; 11th National Technical Symposium on Unmanned System Technology, NUSYS 2019 , 2 - 3 December 2019 , Kuantan, Malaysia. 911 -924., 666. ISSN 1876-1100 ISBN 9789811552816 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Mahfuzah, Mustafa and Mohd Shawal, Jadin (2021) An intelligent system for hearing disorder detection using auditory evoked potential (AEP) signals. In: Creation, Innovation, Technology & Research Exposition (CITREX) 2021 , 2021 , Virtually hosted by Universiti Malaysia Pahang. p. 1.. (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Bari, Bifta Sama and Mahfuzah, Mustafa (2020) Hearing disorder detection using auditory evoked potential (AEP) signals. In: IEEE International Conference on Emerging Technology in Computing, Communication and Electronics (ETCCE 2020) , 21-22 December 2020 , Bangladesh. pp. 1-2. (9350918). ISBN 9780738124018 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Bari, Bifta Sama and Mahfuzah, Mustafa and Mohd Shawal, Jadin (2020) Empirical Mode Decomposition Coupled with Fast Fourier Transform based Feature Extraction Method for Motor Imagery Tasks Classification. In: 2020 IEEE International Conference on System Engineering and Technology (ICSET) , 9 November 2020 , UiTM Shah Alam, Selangor (Virtual Conference). pp. 256-261. (20199954). ISBN 978-1-7281-9910-8 (Published)

Norizam, Sulaiman and Goh, Khai Shan and Rashid, Mamunur and Mohd Shawal, Jadin and Mahfuzah, Mustafa and M. Z., Ibrahim and Fahmi, Samsuri (2020) Offline LabVIEW-Based EEG Signals Analysis to Detect Vehicle Driver Microsleep. In: Enhancing Health and Sports Performance by Design: Proceedings of the 2019 Movement, Health & Exercise (MoHE) and International Sports Science Conference (ISSC) , 30 September - 2 October 2019 , Kuching, Malaysia. pp. 271-289. (1). ISBN 978-981-15-3269-6 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Md Jahid, Hasan and Mahfuzah, Mustafa and Anwar P. P., Abdul Majeed (2020) Analysis of Auditory Evoked Potential Signals Using Wavelet Transform and Deep Learning Techniques. In: RiTA 2020: Proceedings of the 8th International Conference on Robot Intelligence Technology and Applications , 11-13 December 2020 , Virtual hosted by EUREKA Robotics Lab, Cardiff School of Technologies, Cardiff Metropolitan University. pp. 396-408.. ISBN 978-981-16-4803-8 (Published)

Heng, Sheng Guang and Rosdiyana, Samad and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah and Pebrianti, Dwi (2019) Analysis of performance between kinect v1 and kinect v2 for various facial part movements. In: 9th IEEE International Conference on System Engineering and Technology, ICSET 2019 , 7 October 2019 , Shah Alam, Malaysia. pp. 17-22. (8906419). ISSN 2470-640X ISBN 9781728107585 (Published)

Heng, Sheng Guang and Rosdiyana, Samad and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah and Pebrianti, Dwi (2019) Analysis of performance between kinetic v1 and Kinect v2 for various facial part movements. In: 2019 IEEE 9th International Conference on System Engineering and Technology, ICSET 2019 - Proceeding , 7 October 2019 , Shah Alam. pp. 17-22. (8906419). ISBN 978-172810758-5 (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Sabira, Khatun and Bari, Bifta Sama (2019) The classification of EEG signal processing using different machine learning techniques for BCI application. In: RiTA 2018: Robot Intelligence Technology and Applications , 16-18 December 2018 , Putrajaya, Selangor, Malaysia. pp. 207-221.. ISBN 978-981-13-7779-2 (Published)

Norizam, Sulaiman and Beh, See Ying and Mahfuzah, Mustafa and Mohd Shawal, Jadin (2019) Offline LabVIEW-based EEG Signals Analysis for Human Stress Monitoring. In: 9th IEEE Control And System Graduate Research Colloquium (ICSGRC 2018) , 3-4 August 2018 , Shah Alam, Selangor. pp. 126-131. (18504705). ISBN 978-1-5386-6321-9 (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and M. S., Jadin and M. S., Najib and Sabira, Khatun and Bari, Bifta Sama (2019) Analysis of EEG features for brain computer interface application. In: 5th International Conference on Electrical, Control and Computer Engineering (INECCE 2019) , 29-30 July 2019 , Swiss Garden Kuantan. pp. 1-12.. (Unpublished) (Unpublished)

Rosdiyana, Samad and Mohammad Zarif, Rosli and Nor Rul Hasma, Abdullah and Mahfuzah, Mustafa and Dwi, Pebrianti and Nurul Hazlina, Noordin (2019) Classification of transient facial wrinkle. In: Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018 , 27-28 September 2018 , Universiti Malaysia Pahang. pp. 391-403., 538. ISBN 978-981-13-3708-6 (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Sabira, Khatun and Bari, Bifta Sama and Hasan, Md Jahid and Al-Fakih, Nawfan M. M. A. (2019) Investigating the Possibility of Brain Actuated Mobile Robot through Single Channel EEG Headset. In: 5th International Conference On Electrical, Control And Computer Engineering (INECCE2019) , 29-30 July 2019 , Kuantan, Pahang, Malaysia. pp. 1-14.. (Published)

Norizam, Sulaiman and Al-Fakih, Nawfan Mohammed Mohammed Ahmed and Rashid, Mamunur and M. S., Jadin and Mahfuzah, Mustafa and Fahmi, Samsuri (2019) Offline EEG-based DC Motor Control for Wheelchair Application. In: The 11th National Technical Seminar on Unmanned System Technology 2019 (NUSYS’19) , 2-3 December 2019 , UMP, Gambang Campus, Kuantan, Malaysia. pp. 1-14.. (Unpublished) (Unpublished)

Muhamad Amirul, Asyraf Juhari and Nor Rul Hasma, Abdullah and Ibrahim Haruna, Shanono and Mahfuzah, Mustafa and Rosdiyana, Samad and Pebrianti, Dwi (2019) Optimal placement of TCSC for reactive power planning using grasshopper optimization algorithm considering line outage (N-M). In: National Seminar On Underwater System Technology 2018 (NUSYS’18) , 26 - 27 September 2018 , Universiti Malaysia Pahang, Pekan. pp. 623-635., 538. ISSN 18761100 ISBN 978-981133707-9 (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Sabira, Khatun and Bari, Bifta Sama and Hasan, Md Jahid (2019) Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems. In: 5th International Conference On Electrical, Control And Computer Engineering (INECCE2019) , 29-30 July 2019 , Kuantan, Pahang, Malaysia. pp. 1-11.. (Unpublished) (Unpublished)

Ting, Jun Hou and Mahfuzah, Mustafa and Zarith Liyana, Zahari and Pebrianti, Dwi and Zainah, Md. Zain and Nurul Hazlina, Noordin and Rafiuddin, Abdubrani (2019) Time-Frequency Analysis from Earthing Application. In: Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018 , 27-28 September 2018 , Universiti Malaysia Pahang. pp. 421-436., 538. ISBN 978-981-13-3708-6 (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and M. S., Jadin and M. S., Najib (2018) Analysis of EEG Features to Control Multiple Devices. In: National Conference for Postgraduate Research (NCON-PGR 2018) , 28-29 August 2018 , Universiti Malaysia Pahang, Gambang, Pahang. pp. 1-7.. (Unpublished) (Unpublished)

Norizam, Sulaiman and M. S., Jadin and M. S., Najib and Mahfuzah, Mustafa and S. N. F., Azmi (2018) Development of wireless vehicle remote control for fuel lid operation. In: IOP Conference Series: Materials Science and Engineering: International Conference On Innovation Engineering, Technology and Sciences 2018 (ICITES) , 1-2 March 2018 , Campus Library Pekan, Pahang, Universiti Malaysia Pahang. pp. 1-14., 342. ISSN 17578981 (Published)

M. Zabri, Abu Bakar and Rosdiyana, Samad and Pebrianti, Dwi and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah (2017) Experiment and analysis of computer vision-based wrist radial and ulnar deviation exercises. In: IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS 2016) , 22 October 2016 , UniversIti Teknologi Mara Shah Alam, Malaysia. pp. 190-195.. ISBN 978-1-5090-4186-2 (Published)

Hilman, Fauzi and Mohd Ibrahim, Shapiai and Noor Akhmad, Setiawan and Jafreezal, Jaafar and Mahfuzah, Mustafa (2017) Channel selection for common spatial pattern Based on energy calculation of motor imagery EEG signal. In: 3rd International Conference on Control, Electronics, Renewable Energy, and Communications (ICCREC 2017) , 26-28 September 2017 , Yogyakarta, Indonesia. pp. 33-39., 2017. ISBN 978-1-5386-1667-3 (Published)

Noor Aisyah , Ab Rahman and Mahfuzah, Mustafa and Rosdiyana, Samad and Nor Rul Hasma, Abdullah and Norizam, Sulaiman and Pebrianti, Dwi (2017) Classification of EEG Signal for Body Earthing Application. In: 4th International Conference On Electrical, Control & Computer Engineering (INECCE2017) , 16-17 October 2017 , Hotel Adya, Langkawi. pp. 1-6.. (Unpublished) (Unpublished)

Chan, Shi Jing and Bayuaji, Luhur and Rosdiyana, Samad and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah and Zainah, Md. Zain and Pebrianti, Dwi (2017) Fault Detection and Isolation for Complex System. In: AIP Conference Proceedings: Proceeding of the 3rd International Conference of Global Network for Innovative Technology 2016 (3rd IGNITE-2016) , 27-29 January 2016 , Penang, Malaysia. pp. 1-6., 1865 (070010). ISBN 978-0-7354-1545-4 (Published)

Harold, Geruna and Nor Rul Hasma, Abdullah and Maulana Zulfikar, Asril and Mahfuzah, Mustafa and Rosdiyana, Samad and Pebrianti, Dwi (2017) Fruit Fly Optimization (FFO) for Solving Economic Dispatch Problem in Power System. In: International Conference On System Engineering And Technology (ICSET 2017) , 2-3 October 2017 , Shah Alam, Selangor. pp. 1-5.. (Unpublished) (Unpublished)

Nurul Syahrain, Abd Rahman and Mahfuzah, Mustafa and Rosdiyana, Samad and Norizam, Sulaiman and Nor Rul Hasma, Abdullah and Nurul Hazlina, Noordin and Amran, Abdul Hadi and S. N., Aqida (2017) Initial Experiment of Muscle Fatigue During Driving Game Using Electromyography. In: International Conference On System Engineering And Technology (ICSET 2017) , 2-3 October 2017 , Shah Alam, Selangor. pp. 101-105.. ISBN 978-1-5386-0383-3 (Published)

Nor Rul Hasma, Abdullah and Mahaletchumi, Morgan and Mahfuzah, Mustafa and Rosdiyana, Samad and Pebrianti, Dwi (2017) Multi-objective evolutionary programming for static var compensator (SVC) in power system considering contingencies (N-m). In: International Conference On Electrical, Electronic, Communication And Control Engineering (ICEECC2017) , 05-06 Disember 2017 , Universiti Teknologi Malaysia, Kuala Lumpur Campus, Malaysia.. pp. 1-7.. (Unpublished) (Unpublished)

Khoo, Chun Keong and Mahfuzah, Mustafa and Ahmad Johari, Mohamad and M. H., Sulaiman and Nor Rul Hasma, Abdullah (2016) Artificial Neural Network Flood Prediction for Sungai Isap Residence. In: 2016 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS2016). , 22 October 2016 , Shah Alam, Malaysia. pp. 1-6.. (Unpublished) (Unpublished)

Khoo, Chun Keong and Mahfuzah, Mustafa and Ahmad Johari, Mohamad and M. H., Sulaiman and Nor Rul Hasma, Abdullah and Rosdiyana, Samad and Pebrianti, Dwi (2016) Levenberg-Marquardt Flood Prediction for Sungai Isap Residence. In: IEEE Conference on System, Process and Control (ICSPC 2016) , 16-18 December 2016 , Swiss-Garden Hotel & Residences Melaka. pp. 1-6.. (Unpublished) (Unpublished)

Pebrianti, Dwi and Rosdiyana, Samad and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah and Bayuaji, Luhur (2015) Bank of Kalman Filters for Fault Detection in Quadrotor MAV. In: Malaysian Technical Universities Conference On Engineering And Technology (MUCET 2015) , 11-13 October 2015 , Johor Bahru. . (Unpublished) (Unpublished)

Mahaletchumi, Morgan and Nor Rul Hasma, Abdullah and M. H., Sulaiman and Mahfuzah, Mustafa and Rosdiyana, Samad (2015) Benchmark Studies on Multi-Objective Evolutionary Programming (MOEP) using Mutation Based on Adaptive Mutation Operator (AMO) and Polynomial Mutation Operator (PMO). In: International Conference on Advanced Mechanics, Power and Energy 2015 (AMPE2015) , 5 December 2015 , Hotel Holiday Inn Kuala Lumpur, Glenmarie, Shah Alam, Malaysia. . (Unpublished) (Unpublished)

Mahfuzah, Mustafa and Nur Syuhaida Hani, Abdul Hamid and Nor Rul Hasma, Abdullah and Rosdiyana, Samad and Pebrianti, Dwi (2015) Brain Dominance Using Brainwave Signal. In: IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2015)) , 27-29 November 2015 , Batu Ferringhi, Penang. pp. 1-5.. (Published)

Mahaletchumi, Morgan and Nor Rul Hasma, Abdullah and M. H., Sulaiman and Mahfuzah, Mustafa and Rosdiyana, Samad (2015) Computational Intelligence Technique For Static Var Compensation (SVC) Installation Considering Multi-Contingencies (N-m). In: International Conference on Electrical, Control and Computer Engineering (INECCE 2015 , 27-28 Oct 2015 , Kuantan, Pahang. . (Unpublished) (Unpublished)

M. Zabri, Abu Bakar and Rosdiyana, Samad and Pebrianti, Dwi and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah (2015) Computer Vision-Based Hand Deviation Exercise for Rehabilitation. In: International Conference on Control Systems, Computing and Engineering , 27-29 November 2015 , Penang. pp. 1-6.. (Unpublished) (Unpublished)

MM. Zabri, Abu Bakar and Rosdiyana, Samad and Pebrianti, Dwi and Mahfuzah, Mustafa and Nor Rul Hasma, Abdullah (2015) Finger Application Using K-Curvature Methods and Kinect Sensor in Real-time. In: International Symposium on Technology Management and Emerging Technologies , 25-27 August 2014 , Langkawi, Kedah. . (Unpublished) (Unpublished)

Mahfuzah, Mustafa and Sia, KeeHuong and Norizam, Sulaiman and Rosdiyana, Samad and Nor Rul Hasma, Abdullah and Nasrul Salim, Pakheri and Mohd Nasir, Taib (2015) Initial Result of Body Earthing on Student Stress Performance. In: International Conference on BioSignal Analysis, Processing and Systems (ICBAPS) , 26-28 Mei 2015 , Kuala Lumpur. . (Unpublished) (Unpublished)

Mahfuzah, Mustafa and Rul Azreen, Mustafar and Rosdiyana, Samad and Nor Rul Hasma, Abdullah and Norizam, Sulaiman (2015) Observation of the Effects of Playing Games with the Human Brain Waves. In: Medical Engineering Conference 2015 , 22-23 August 2015 , Johor Bahru. . (In Press / Online First) (In Press / Online First)

Khoo, Chun Keong and Mahfuzah, Mustafa and Ahmad Johari, Mohamad and M. H., Sulaiman (2015) Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine. In: Technology & Applications for Disaster Management International Conference 2015 - Conference Proceeding Book , 27-28 October 2015 , Kuala Lumpur. pp. 26-29.. ISBN 978-983-41773-5-5 (Published)

Nor Rul Hasma, Abdullah and Norazizah, Ghazali and Norshafiqah, Ibrahim and Nadiatul Fatini, Solleh and Rosdiyana, Samad and Mahfuzah, Mustafa and Pebrianti, Dwi (2015) Solving Economic Dispatch (ED) Problem Using Artificial Immune System, Evolutionary Programming and Particle Swarm Optimization. In: International Conference on Electrical, Control and Computer Engineering (INECCE 2015) , 27-28 Oct 2015 , Kuantan, Pahang. . (Unpublished) (Unpublished)

Norizam, Sulaiman and Cheng, Chee Hau and Amran, Abdul Hadi and Mahfuzah, Mustafa and M. S., Jadin (2014) Interpretation of Human Thought using EEG Signals and LabVIEW. In: 4th IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2014) , 28- 30 November 2014 , Batu Ferringhi, Penang. pp. 384-388.. (Published)

Mahfuzah, Mustafa and Nur Azwa, Omar Rashid and Rosdiyana, Samad and Norizam, Sulaiman (2014) Breast Cancer Segmentation Based on GVF Snake. In: IEEE Conference on Biomedical Engineering and Sciences (IECBES) , 8-10 December 2014 , Kuala Lumpur. pp. 928-931.. (Published)

Mahfuzah, Mustafa and Norizam, Sulaiman (2013) Classification of EEG Spectrogram Using ANN for IQ Application. In: The International Conference on Technological Advances in Electrical, Electronics and Computer Engineering , 9-11 Mei 2013 , Mevlana University, Turki. . (Unpublished) (Unpublished)

Norizam, Sulaiman and Sri Nor Hafidah, Mohammad Jalani and Mahfuzah, Mustafa and Kamarul Hawari, Ghazali (2013) Development of Automatic Vehicle Plate Detection System. In: IEEE 3rd International Conference on System Engineering and Technology (ICSET 2013) , 19-20 August 2013 , Shah Alam. pp. 130-135.. (Published)

Mahfuzah, Mustafa and Mohd Nasir, Taib and Sahrim, Lias and Zunairah, Murat and Norizam, Sulaiman (2013) EEG Spectrogram Classification Employing ANN for IQ Application. In: Technological Advances In Electrical, Electronics And Computer Engineering (TAEECE) , 9-11 May 2013 , Konya. pp. 199-203.. (Published)

Nur Baiti, Zahir and Rosdiyana, Samad and Mahfuzah, Mustafa (2013) Initial Experimental Results of Real-Time Variant Pose Face Detection and Tracking System. In: IEEE International Conference on Signal and Image Processing Applications (ICSIPA 2013) , 8-10 October 2013 , Melaka. 264-268 .. ISSN 978-1-4799-0269-9/13 (Published)

Mahfuzah, Mustafa and M. Nasir, Taib and Zunairah, Murat and Sahrim, Lias and Norizam, Sulaiman (2013) Statistical Analysis of Balanced Brain and IQ Applications. In: IEEE 3rd International Conference on System Engineering and Technology (ICSET) 2013 , 19-20 August 2013 , UiTM, Shah Alam. pp. 157-161.. (Published)

Mahfuzah, Mustafa and Nor Anis Aneza, Lokman (2013) kNN Classification of Epilepsy Brainwaves. In: Malaysian Technical Universities Conference on Engineering & Technology (MUCET 2013) , 3-4 December 2013 , Kuantan, Pahang. pp. 1-2.. (Published)

Norizam, Sulaiman and Mohd Nasir, Taib and Sahrim, Lias and Zunairah, Murat and Siti Armiza, Mohd Aris and Mahfuzah, Mustafa and Nazre, Abdul Rashid (2012) Development of EEG-based stress index. In: International Conference on Biomedical Engineering, ICoBE 2012 , 27-28 Feb. 2012 , Penang, Malaysia. pp. 461-466. (6179059). ISBN 978-1-4577-1990-5 (Print); 978-1-4577-1991-2 (Online); 978-1-4577-1989-9 (CD ROM) (Published)

Thesis

Mahfuzah, Mustafa (2014) Eeg sub-band frequency analysis of spectrogram image for balanced brainwave and iq applications. PhD thesis, Universiti Teknologi Mara (Contributors, UNSPECIFIED: UNSPECIFIED).

Mahfuzah, Mustafa (2004) Connection siemens PLC (programmable logic control) to labview using OPC (ole for process control). Masters thesis, Universiti Malaysia Pahang (Contributors, UNSPECIFIED: UNSPECIFIED).