Article

Zafar, R. and Javvad Ur Rehman, M. and Alam, S. and Arslan Khan, M. and Hussain, A. and Ahmad, R.F. and Reza, F. and Jahan, R. (2022) A Cumulants-Based Human Brain Decoding. Computational Intelligence and Neuroscience, 2022. ISSN 16875265

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

Balandong, R.P. and Ahmad, R.F. and Mohamad Saad, M.N. and Malik, A.S. (2018) A Review on EEG-Based Automatic Sleepiness Detection Systems for Driver. IEEE Access, 6. pp. 22908-22919. ISSN 21693536

Zafar, R. and Kamel, N. and Naufal, M. and Malik, A.S. and Dass, S.C. and Ahmad, R.F. and Abdullah, J.M. and Reza, F. (2018) A study of decoding human brain activities from simultaneous data of EEG and fMRI using MVPA. Australasian Physical and Engineering Sciences in Medicine, 41 (3). pp. 633-645. ISSN 01589938

Zafar, R. and Kamel, N. and Naufal, M. and Malik, A.S. and Dass, S.C. and Ahmad, R.F. and Abdullah, J.M. and Reza, F. (2017) Decoding of visual activity patterns from fMRI responses using multivariate pattern analyses and convolutional neural network. Journal of Integrative Neuroscience, 16 (3). pp. 275-289. ISSN 02196352

Zafar, R. and Dass, S.C. and Malik, A.S. and Kamel, N. and Rehman, M.J.U. and Ahmad, R.F. and Abdullah, J.M. and Reza, F. (2017) Prediction of Human Brain Activity Using Likelihood Ratio Based Score Fusion. IEEE Access, 5. pp. 13010-13019. ISSN 21693536

Yusoff, N.M. and Ahmad, R.F. and Guillet, C. and Malik, A.S. and Saad, N.M. and Merienne, F. (2017) Selection of Measurement Method for Detection of Driver Visual Cognitive Distraction: A Review. IEEE Access, 5. pp. 22844-22854. ISSN 21693536

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

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Reza, F. and Abdullah, J.M. (2016) Simultaneous EEG-fMRI for working memory of the human brain. Australasian Physical and Engineering Sciences in Medicine, 39 (2). pp. 363-378. ISSN 01589938

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

Conference or Workshop Item

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Reza, F. (2017) Machine learning approach for classifying the cognitive states of the human brain with functional magnetic resonance imaging (fMRI). 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.

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Reza, F. (2016) EEG-fMRI combination for better understanding of brain functions: Pros and cons. In: UNSPECIFIED.

Qayyum, A. and Malik, A.S. and Nuafal, M. and Mazher, M. and Ahmad, R.F. and Abdullah, M.F. (2016) Evaluation of optimization algorithms for sparse and redundant dictionaries. 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.

Ahmad, R.F. and Malik, A.S. and Qayyum, A. and Kamel, N. (2015) Disaster monitoring in urban and remote areas using satellite stereo images: A depth estimation approach. In: UNSPECIFIED.

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Amin, H. and Zafar, R. and Qayyum, A. and Reza, F. (2015) Discriminating the different human brain states with EEG signals using Fractal dimension: A nonlinear approach. In: UNSPECIFIED.

Qayyum, A. and Malik, A.S. and Saad, M.N.M. and Ahmad, R.F. and Abdullah, A.R.T. (2015) Identification of power poles based on satellite stereo images using graph-cut algorithm. In: UNSPECIFIED.

Qayyum, A. and Malik, A.S. and Mohamad Saad, M.N. and Iqbal, M. and Ahmad, R.F. and Tuan Abdullah, T.A.R.B. and Ramli, A.Q. (2015) Monitoring of vegetation near power lines based on dynamic programming using satellite stereo images. In: UNSPECIFIED.

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Reza, F. (2015) Object categories specific brain activity classification with simultaneous EEG-fMRI. In: UNSPECIFIED.

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Reza, F. and Abdul Karim, A.H. (2015) Optimization and development of concurrent EEG-fMRI data acquisition setup for understanding neural mechanisms of brain. In: UNSPECIFIED.

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Reza, F. (2014) Design and development of simultaneous EEG-fMRI data acquisition setup to observe brain activity. In: UNSPECIFIED.

Qayyum, A. and Malik, A.S. and Naufal, M. and Saad, M. and Iqbal, M. and Ahmad, R.F. and Abdullah, T.A.R.B.T. (2014) Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles. 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.

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Reza, F. and Karim, A.H.A. (2014) Simultaneous EEG-fMRI data acquisition during cognitive task. In: UNSPECIFIED.

Ahmad, R.F. and Malik, A.S. and Amin, H. and Kamel, N. and Zafar, R. and Qayyum, A. (2014) A new approach for error minimization of piezoelectric sensor output variations using fuzzy logic. In: UNSPECIFIED.

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Reza, F. (2013) A proposed frame work for real time epileptic seizure prediction using scalp EEG. In: UNSPECIFIED.