| Current status, challenges, and possible solutions of EEG-based brain-computer interface: a comprehensive review M Rashid, N Sulaiman, A PP Abdul Majeed, RM Musa, AF Ab. Nasir, ... Frontiers in neurorobotics 14, 25, 2020 | 399 | 2020 |
| Evaluation of human stress using EEG power spectrum NHA Hamid, N Sulaiman, SAM Aris, ZH Murat, MN Taib 2010 6th International colloquium on signal processing & its applications, 1-4, 2010 | 78 | 2010 |
| Novel methods for stress features identification using EEG signals N Sulaiman, MN Taib, S Lias, ZH Murat, SAM Aris, NHA Hamid International Journal of Simulation: Systems, Science and Technology 12 (1 …, 2011 | 76 | 2011 |
| Development of automatic vehicle plate detection system N Sulaiman, SNHM Jalani, M Mustafa, K Hawari 2013 IEEE 3rd International Conference on System Engineering and Technology …, 2013 | 57 | 2013 |
| Stress features identification from EEG signals using EEG Asymmetry & Spectral Centroids techniques N Sulaiman, MN Taib, SAM Aris, NHA Hamid, S Lias, ZH Murat 2010 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES …, 2010 | 54 | 2010 |
| Comparison between KNN and ANN classification in brain balancing application via spectrogram image M Mustafa, MN Taib, Z Murat, N Sulaiman Journal of Computer Science & Computational Mathematics 2 (4), 17-22, 2012 | 53 | 2012 |
| EEG-based stress features using spectral centroids technique and k-nearest neighbor classifier N Sulaiman, MN Taib, S Lias, ZH Murat, SAM Aris, NHA Hamid 2011 UkSim 13th international conference on computer modelling and …, 2011 | 52 | 2011 |
| Learners’ Learning Style Classification related to IQ and Stress based on EEG NA Rashid, MN Taib, S Lias, N Sulaiman, ZH Murat, RSSA Kadir Procedia-Social and Behavioral Sciences 29, 1061-1070, 2011 | 45 | 2011 |
| The classification of EEG signal using different machine learning techniques for BCI application M Rashid, N Sulaiman, M Mustafa, S Khatun, BS Bari Robot Intelligence Technology and Applications: 6th International Conference …, 2019 | 43 | 2019 |
| Brainwaves stress pattern based on perceived stress scale test NHA Hamid, N Sulaiman, ZH Murat, MN Taib 2015 IEEE 6th control and system graduate research colloquium (ICSGRC), 135-140, 2015 | 41 | 2015 |
| IQ index using alpha-beta correlation of EEG power spectrum density (PSD) S Lias, ZH Murat, N Sulaiman, MN Taib 2010 IEEE Symposium on Industrial Electronics and Applications (ISIEA), 612-616, 2010 | 37 | 2010 |
| The classification of EEG-based winking signals: a transfer learning and random forest pipeline JLM Kumar, M Rashid, RM Musa, MAM Razman, N Sulaiman, R Jailani, ... PeerJ 9, e11182, 2021 | 36 | 2021 |
| Development of EEG-based stress index N Sulaiman, MN Taib, S Lias, ZH Murat, SAM Aris, M Mustafa, NA Rashid 2012 International Conference on Biomedical Engineering (ICoBE), 461-466, 2012 | 36 | 2012 |
| Electrocorticography based motor imagery movements classification using long short-term memory (LSTM) based on deep learning approach M Rashid, M Islam, N Sulaiman, BS Bari, RK Saha, MJ Hasan SN Applied Sciences 2, 1-7, 2020 | 35 | 2020 |
| The analysis of eeg spectrogram image for brainwave balancing application using ann M Mustafa, MN Taib, ZH Murat, N Sulaiman, SAM Aris 2011 UkSim 13th International Conference on Computer Modelling and …, 2011 | 34 | 2011 |
| EEG analysis for brainwave balancing index (BBI) ZH Murat, MN Taib, S Lias, RSSA Kadir, N Sulaiman, M Mustafa 2010 2nd International Conference on Computational Intelligence …, 2010 | 28 | 2010 |
| The classification of EEG-based wink signals: a CWT-transfer learning pipeline JLM Kumar, M Rashid, RM Musa, MAM Razman, N Sulaiman, R Jailani, ... ICT Express 7 (4), 421-425, 2021 | 26 | 2021 |
| Initial investigation of human physical stress level using brainwaves N Sulaiman, NHA Hamid, ZH Murat, MN Taib 2009 IEEE Student Conference on Research and Development (SCOReD), 230-233, 2009 | 25 | 2009 |
| Random Subspace K-NN Based Ensemble Classifier for Driver Fatigue Detection Utilizing Selected EEG Channels. M Rashid, M Mustafa, N Sulaiman, NRH Abdullah, R Samad Traitement du Signal 38 (5), 2021 | 23 | 2021 |
| Offline labview-based EEG signals analysis for human stress monitoring N Sulaiman, BS Ying, M Mustafa, MS Jadin 2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC), 126-131, 2018 | 22 | 2018 |
Dr. Mahfuzah MustafaSenior Lecturer at Faculty of Electrical & Electronics Engineering, Universiti Malaysia PahangVerified email at ump.edu.my
