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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)
Abdul Hadi, Mohd Hanif and Mohd Shawal, Jadin and Norizam, Sulaiman and Airul Sharizli, Abdullah and Jun, Lee Woan (2022) Improving the effect of non-uniform thermal distribution and electrical mismatch for PV Panel during partial shading condition. In: Lecture Notes in Electrical Engineering; 12th National Technical Seminar on Unmanned System Technology, NUSYS 2020 , 24-25 November 2020 , Virtual, Online. pp. 1067-1080., 770 (266059). ISSN 1876-1100 ISBN 978-981162405-6 (Published)
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Chin, Hau Lim and Mahendra Kumar, Jothi Letchumy and Rashid, Mamunur and Musa, Rabiu Muazu and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2022) The Classification of Hallucination: The Identification of Significant Time-Domain EEG Signals. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. pp. 989-997., 730. ISSN 1876-1100 ISBN 978-981334596-6 (Published)
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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)
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)
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)
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Hasan, Md Mahmudul and Hossain, Mirza Mahfuj and Norizam, Sulaiman and Khandaker, Sayma (2024) Microsleep Predicting Comparison Between LSTM and ANN Based on the Analysis of Time Series EEG Signal. Journal of Telecommunication, Electronic and Computer Engineering, 16 (1). pp. 1-7. ISSN 2180-1843 (Print); 2289-8131 (Online). (Published)
Hasan, Md Mahmudul and Hossain, Mirza Mahfuj and Norizam, Sulaiman (2023) Fatigue State Detection Through Multiple Machine Learning Classifiers Using EEG Signal. Applications of Modelling and Simulation, 7. pp. 178-189. ISSN 2600-8084. (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)
Hwa, Phua Jia and Mahendra Kumar, Jothi Letchumy and Rashid, Mamunur and Musa, Rabiu Muazu and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2022) The classification of electrooculography signals: A significant feature identification via mutual information. In: Recent Trends in Mechatronics Towards Industry 4.0. Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. 1005 -1012., 730. ISSN 1876-1100 ISBN 978-981-33-4596-6 (Published)
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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)
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)
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)
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)
Islam, Md Nahidul and Norizam, Sulaiman and Al Farid, Fahmid and Uddin, Jia and Alyami, Salem A. and Rashid, Mamunur and Abdul Majeed, Anwar P.P. and Moni, Mohammad Ali (2021) Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline. PeerJ Computer Science, 7. pp. 1-28. ISSN 2376-5992. (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)
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)
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)
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Jothi Letchumy, Mahendra Kumar and Rashid, Mamunur and Rabiu Muazu, Musa and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2021) The classification of EEG-based winking signals: a transfer learning and random forest pipeline. PeerJ, 9 (e11182). pp. 1-16. ISSN 2167-8359. (Unpublished) (Unpublished)
Jothi Letchumy, Mahendra Kumar and Rashid, Mamunur and Musa, Rabiu Muazu and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2021) The Classification of Wink-Based EEG Signals: The Identification of Significant Time-Domain Features. In: Advances in Mechatronics, Manufacturing, and Mechanical Engineering: Selected articles from MUCET 2019 , 19-22 November 2019 , Bukit Gambang Resort City, Pahang, Malaysia. pp. 283-291., 198. ISSN 978-981-15-7309-5 (Published)
Jothi Letchumy, Mahendra Kumar and Mamunur, Rashid and Rabiu Muazu, Musa and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2021) The Classification of Wink-Based EEG Signals: The identification on efficiency of transfer learning models by means of kNN classifier. 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. 205-213.. ISBN 978-981164802-1 (Published)
Jothi Letchumy, Mahendra Kumar and Rashid, Mamunur and Musa, Rabiu Muazu and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2021) The classification of EEG-based wink signals: A CWT-Transfer Learning pipeline. ICT Express. pp. 1-5. ISSN 2405-9595. (In Press / Online First) (In Press / Online First)
Jothi Letchumy, Mahendra Kumar and Rashid, Mamunur and Musa, Rabiu Muazu and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2020) An evaluation of different fast fourier transform - transfer learning pipelines for the classification of wink-based EEG signals. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (1). pp. 1-7. ISSN 2637-0883. (Published)
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Kai, Gavin Lim Jiann and Mahendra Kumar, Jothi Letchumy and Rashid, Mamunur and Rabiu Muazu, Musa and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Abdul Majeed, Anwar P. P. (2022) The classification of blinking: an evaluation of significant time-domain features. In: Recent Trends in Mechatronics Towards Industry 4.0. Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. 999 -1004., 730. ISSN 1876-1100 ISBN 978-981334596-6 (Published)
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Lee, Woan Jun and Mohd Shawal, Jadin and Norizam, Sulaiman (2020) Development of microcontroller based portable solar irradiance meter using mini solar cell. In: 11th National Technical Seminar on Unmanned System Technology 2019 (NUSYS’19) , 2 - 3 December 2019 , UMP Gambang, Pahang. pp. 1125-1137., 666. ISSN 18761100 ISBN 978-981-15-5280-9 (Print); 978-981-15-5281-6 (Online) (Published)
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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)
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)
Mohd Shawal, Jadin and Athirah, Surimin and Norizam, Sulaiman and Airul Sharizli, Abdullah and Fairuz Rizal, Mohamad Rashidi (2022) A device for evaluating photovoltaic (PV) module output performance and degradation. In: Lecture Notes in Electrical Engineering; 6th International Conference on Electrical, Control and Computer Engineering, InECCE 2021 , 23 August 2021 , Kuantan, Pahang. pp. 109-117., 842 (274719). ISSN 1876-1100 ISBN 978-981168689-4 (Published)
M. S., Jadin and Muhammad Aiman, Ibrahim and Norizam, Sulaiman (2019) Development of PV module power degradation analyzer. In: 5th International Conference on Electrical, Control and Computer Engineering (INECCE 2019) , 29-30 Julai 2019 , Kuantan, Pahang. pp. 1-10.. (Unpublished) (Unpublished)
M. S., Jadin and Khai, Ng Boon and Norizam, Sulaiman and A. Salah, Wael (2017) Hotspot detection for wall-mounted air-conditioner system. In: International Conference on Promising Electronic Technologies (ICPET 2017) , 16-17 October 2017 , Deir El-Balah, Palestine. pp. 118-123.. ISBN 978-1-5386-2269-8 (Published)
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)
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)
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)
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 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)
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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)
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)
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)
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)
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)
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)
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
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)
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)
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)
Norizam, Sulaiman and Kamarul Hawari, Ghazali and M. S., Jadin and Amran, Abdul Hadi and M. S., Najib and Mohd Salmizan, Mohd Zain and Fatimah, Abdul Halim and Suhaimi, Mohd Daud and Nurdiyana, Zahed and Abdul Adam, Abdullah (2017) Development of Comprehensive Unattended Child Warning and Feedback System in Vehicle. In: MATEC Web of Conferences: The 2nd International Conference on Automotive Innovation and Green Vehicle (AiGEV 2016) , 2-3 August 2016 , Malaysia Automotive Institute, Cyberjaya, Selangor. pp. 1-9., 90 (01008). (Published)
Norizam, Sulaiman and M. S., Jadin and Amran, Abdul Hadi and M. S., Najib and Mohd Ashraf, Ahmad and Nurul Shazrien Amysha, Yusuf (2017) Evaluation of Mobile Phone Wireless Charging System Using Solar and Inductive Coupling. In: Advances in Information and Communication Technology. Advances in Intelligent Systems and Computing, 538 (2). Springer International Publishing AG , Vietnam, pp. 238-247. ISBN 9783319490724
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)
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)
Norizam, Sulaiman (2015) Determination and classification of human stress index using non-parametric analysis of EEG signals. PhD thesis, Universiti Teknologi MARA (Contributors, Thesis advisor: Taib, Mohd Nasir).
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)
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)
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)
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)
Norizam, Sulaiman and Mohd Nasir, Taib and Sahrim, Lias and Zunairah, Murat and Siti Armiza, Mohd Aris and Noor Hayatee, Abdul Hamid (2011) Novel Methods for Stress Features Identification using EEG Signals. International Journal of Simulation: Systems, Science & Technology (IJSSST), 12 (1). pp. 27-33. ISSN 1473-8031 (print); 1473-804x (online). (Published)
Nazre, Abdul Rashid and Mohd. Nasir, Taib and Sahrim, Lias and Norizam, Sulaiman and Zunairah, Hj. Murat and Ros Shilawani S., Abdul Kadir (2011) Learners' Learning Style classification related to IQ and Stress based on EEG. Procedia - Social and Behavioral Sciences, 29. pp. 1061-1070. ISSN 1877-0428, ESSN: 1877-0428. (Published)
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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)
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 Anwar, P. P. Abdul Majeed and Rabiu Muazu, Musa and Ahmad Fakhri, Ab. Nasir and Bari, Bifta Sama and Sabira, Khatun (2020) Current status, challenges, and possible solutions of EEG-based brain-computer interface: a comprehensive review. Frontiers in Neurorobotics, 14 (25). pp. 1-35. ISSN 1662-5218. (Published)
Rashid, Mamunur and Islam, Minarul and Norizam, Sulaiman and Bari, Bifta Sama and Saha, Ripon Kumar and Hasan, Md Jahid (2020) Electrocorticography based motor imagery movements classification using long short-term memory (LSTM) based on deep learning approach. SN Applied Sciences, 2 (2). pp. 211-217. ISSN 2523-3963 (Print); 2523-3971 (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)
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)
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)
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)
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)
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)
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Soh, Shi Chuan and M. Z., Ibrahim and M. F., Abas and Norizam, Sulaiman and Mulvaney, D. J. (2019) Image fusion based multi resolution and frequency partition discrete cosine transform for palm vein recognition. In: 6th IEEE International Conference on Industrial Engineering and Applications, ICIEA 2019 , 12-15 April 2019 , Tokyo, Japan. pp. 367-371. (8715136). ISBN 9781728108513, 9781728108513 (online) (Published)