Article

Amin, H.U. and Ullah, R. and Reza, M.F. and Malik, A.S. (2023) Single-trial extraction of event-related potentials (ERPs) and classification of visual stimuli by ensemble use of discrete wavelet transform with Huffman coding and machine learning techniques. Journal of NeuroEngineering and Rehabilitation, 20 (1).

Amin, H.U. and Ousta, F. and Yusoff, M.Z. and Malik, A.S. (2021) Modulation of cortical activity in response to learning and long-term memory retrieval of 2D verses stereoscopic 3D educational contents: Evidence from an EEG study. Computers in Human Behavior, 114. ISSN 07475632

Jawed, S. and Amin, H.U. and Malik, A.S. and Faye, I. (2020) Hemispheric asymmetries in electroencephalogram oscillations for long-term memory retrieval in healthy individuals. Brain Sciences, 10 (12). pp. 1-11. ISSN 20763425

Amin, H.U. and Yusoff, M.Z. and Ahmad, R.F. (2020) A novel approach based on wavelet analysis and arithmetic coding for automated detection and diagnosis of epileptic seizure in EEG signals using machine learning techniques. Biomedical Signal Processing and Control, 56. ISSN 17468094

Jawed, S. and Amin, H.U. and Malik, A.S. and Faye, I. (2019) Classification of visual and non-visual learners using electroencephalographic alpha and gamma activities. Frontiers in Behavioral Neuroscience, 13. ISSN 16625153

Chai, M.T. and Amin, H.U. and Izhar, L.I. and Saad, M.N.M. and Abdul Rahman, M. and Malik, A.S. and Tang, T.B. (2019) Exploring EEG Effective Connectivity Network in Estimating Influence of Color on Emotion and Memory. Frontiers in Neuroinformatics, 13. ISSN 16625196

Roslan, N.S. and Izhar, L.I. and Faye, I. and Amin, H.U. and Saad, M.N.M. and Sivapalan, S. and Karim, S.A.A. and Rahman, M.A. (2019) Neural correlates of eye contact in face-to-face verbal interaction: An EEG-based study of the extraversion personality trait. PLoS ONE, 14 (7). ISSN 19326203

Hanouneh, S. and Amin, H.U. and Saad, N.M. and Malik, A.S. (2018) EEG Power and Functional Connectivity Correlates with Semantic Long-Term Memory Retrieval. IEEE Access, 6. pp. 8695-8703. ISSN 21693536

Amin, H.U. and Mumtaz, W. and Subhani, A.R. and Saad, M.N.M. and Malik, A.S. (2017) Classification of EEG signals based on pattern recognition approach. Frontiers in Computational Neuroscience, 11. ISSN 16625188

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Reza, F. and Amin, H.U. and Hussain, M. (2017) Visual brain activity patterns classification with simultaneous EEG-fMRI: A multimodal approach. Technology and Health Care, 25 (3). pp. 471-485. ISSN 09287329

Tyng, C.M. and Amin, H.U. and Saad, M.N.M. and Malik, A.S. (2017) The influences of emotion on learning and memory. Frontiers in Psychology, 8 (AUG). ISSN 16641078

Amin, H.U. and Malik, A.S. and Kamel, N. and Hussain, M. (2016) A Novel Approach Based on Data Redundancy for Feature Extraction of EEG Signals. Brain Topography, 29 (2). pp. 207-217. ISSN 08960267

Bamatraf, S. and Hussain, M. and Aboalsamh, H. and Qazi, E.-U.-H. and Malik, A.S. and Amin, H.U. and Mathkour, H. and Muhammad, G. and Imran, H.M. (2016) A System for True and False Memory Prediction Based on 2D and 3D Educational Contents and EEG Brain Signals. Computational Intelligence and Neuroscience, 2016. ISSN 16875265

Zafar, R. and Malik, A.S. and Amin, H.U. and Kamel, N. and Dass, S.C. (2015) Discrimination of brain states using wavelet and power spectral density. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9492. pp. 341-347. ISSN 03029743

Malik, A.S. and Khairuddin, R.N.H.R. and Amin, H.U. and Smith, M.L. and Kamel, N. and Abdullah, J.M. and Fawzy, S.M. and Shim, S. (2015) EEG based evaluation of stereoscopic 3D displays for viewer discomfort. BioMedical Engineering Online, 14 (1). ISSN 1475925X

Amin, H.U. and Malik, A.S. and Ahmad, R.F. and Badruddin, N. and Kamel, N. and Hussain, M. and Chooi, W.-T. (2015) Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques. Australasian Physical and Engineering Sciences in Medicine, 38 (1). pp. 139-149. ISSN 01589938

Amin, H.U. and Malik, A.S. and Kamel, N. and Chooi, W.-T. and Hussain, M. (2015) P300 correlates with learning & memory abilities and fluid intelligence. Journal of NeuroEngineering and Rehabilitation, 12 (1). ISSN 17430003

Amin, H.U. and Malik, A.S. and Subhani, A.R. and Badruddin, N. and Chooi, W.-T. (2013) Dynamics of scalp potential and autonomic nerve activity during intelligence test. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8226 L (PART 1). pp. 9-16. ISSN 03029743

Conference or Workshop Item

Amin, H.U. and Hafeez, Y. and Reza, M.F. and Adil, S.H. and Hasan, R.A. and Ali, S.S.A. (2022) EEG Feature Extraction with Fast Fourier Transform for Investigating different Brain regions in Cognitive and Reasoning Activity. In: UNSPECIFIED.

Ali, S.S.A. and Hafeez, Y. and Ariffin, T.A.B.T. and Adil, S.H. and Amin, H.U. and Boon, T.T. (2022) Effect of Enhanced Neurofeedback Stimulus Content on Frontal Alpha Asymmetry. In: UNSPECIFIED.

Hafeez, Y. and Ali, S.S.A. and Amin, H.U. and Naqvi, S.F. and Adil, S.H. and Boon, T.T. (2022) Real-time Efficacy of Features Extraction using Machine Learning and Deep Learning for Frontal Alpha Asymmetry. In: UNSPECIFIED.

Hafeez, Y. and Ali, S.S.A. and Moiana, I.J. and Shaheen, A.-U.-R. and Adil, S.H. and Amin, H.U. (2022) Smarter Movement Control Application. In: UNSPECIFIED.

Jawed, S. and Amin, H.U. and Malik, A.S. and Faye, I. (2019) EEG visual and non- Visual learner classification using LSTM recurrent neural networks. In: UNSPECIFIED.

Jawed, S. and Amin, H.U. and Malik, A.S. and Faye, I. (2018) Differentiating between Visual and Non-Visual Learners Using EEG Power Spectrum Entropy. In: UNSPECIFIED.

Tyng, C.M. and Amin, H.U. and Malik, A.S. and Saad, M.N.M. (2017) EEG spectral analysis and functional connectivity during learning of science concepts. In: UNSPECIFIED.

Roslan, N.S. and Amin, H.U. and Izhar, L.I. and Saad, M.N.M. and Sivapalan, S. (2017) Role of EEG delta and beta oscillations during problem solving tasks. In: UNSPECIFIED.

Hanouneh, S. and Amin, H.U. and Saad, N.M. and Malik, A.S. (2017) The correlation between EEG asymmetry and memory performance during semantic memory recall. In: UNSPECIFIED.

Ahmad, R.F. and Malik, A.S. and Amin, H.U. and Kamel, N. and Reza, F. (2016) Classification of cognitive and resting states of the brain using EEG features. In: UNSPECIFIED.

Tyng, C.M. and Amin, H.U. and Saad, M.N.M. and Malik, A.S. and Kang, K. (2016) EEG coherence and source localization analysis during multimedia learning process. In: UNSPECIFIED.

Hanouneh, S. and Amin, H.U. and Saad, N.M. and Malik, A.S. (2016) Functional connectivity of EEG regional delta and inter-regional gamma activity correlates with memory recall. In: UNSPECIFIED.

Ahmad, R.F. and Malik, A.S. and Amin, H.U. and Kamel, N. and Qayyum, A. and Reza, F. (2016) Nonlinear features based classification of active and resting states of human brain using EEG. In: UNSPECIFIED.

Amin, H.U. and Malik, A.S. and Badruddin, N. and Kamel, N. and Hussain, M. (2015) Effects of stereoscopic 3D display technology on event-related potentials (ERPs). In: UNSPECIFIED.

Amin, H.U. and Malik, A.S. and Mumtaz, W. and Badruddin, N. and Kamel, N. (2015) Evaluation of passive polarized stereoscopic 3D display for visual & mental fatigues. In: UNSPECIFIED.

Bamatraf, S. and Hussain, M. and Aboalsamh, H. and Mathkour, H. and Malik, A.S. and Amin, H.U. and Muhammad, G. and Qazi, E.-U.-H. (2015) A system based on 3D and 2D educational contents for true and false memory prediction using EEG signals. In: UNSPECIFIED.

Amin, H.U. and Malik, A.S. and Hussain, M. and Kamel, N. and Chooi, W.-T. (2014) Brain behavior during reasoning and problem solving task: An EEG study. In: UNSPECIFIED.

Amin, H.U. and Malik, A.S. and Badruddin, N. and Chooi, W.-T. (2014) Brain behavior in learning and memory recall process: A high-resolution EEG analysis. In: UNSPECIFIED.

Zafar, R. and Malik, A.S. and Amin, H.U. and Kamel, N. and Dass, S. and Ahmad, R.F. (2014) EEG spectral analysis during complex cognitive task at occipital. In: UNSPECIFIED.

Amin, H.U. and Malik, A.S. and Badruddin, N. and Chooi, W.-T. (2012) Brain activation during cognitive tasks: An overview of EEG and fMRI studies. In: UNSPECIFIED.

Book

Malik, A.S. and Amin, H.U. (2017) Designing EEG Experiments for Studying the Brain: Design Code and Example Datasets. Elsevier, pp. 1-279. ISBN 9780128111406; 9780128111413

Amin, H.U. and Malik, A.S. (2014) Memory retention and recall process. CRC Press, pp. 219-237. ISBN 9781482224719; 9781482224696