Wajid Mumtaz
Wajid Mumtaz
National University of Sciences and Technology
Verified email at ieee.org
Title
Cited by
Cited by
Year
Machine learning framework for the detection of mental stress at multiple levels
AR Subhani, W Mumtaz, MNBM Saad, N Kamel, AS Malik
IEEE Access 5, 13545-13556, 2017
462017
Classification of EEG signals based on pattern recognition approach
HU Amin, W Mumtaz, AR Subhani, MNM Saad, AS Malik
Frontiers in computational neuroscience 11, 103, 2017
422017
Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD)
W Mumtaz, L Xia, SSA Ali, MAM Yasin, M Hussain, AS Malik
Biomedical Signal Processing and Control 31, 108-115, 2017
352017
A machine learning framework involving EEG-based functional connectivity to diagnose major depressive disorder (MDD)
W Mumtaz, SSA Ali, MAM Yasin, AS Malik
Medical & biological engineering & computing 56 (2), 233-246, 2018
342018
A wavelet-based technique to predict treatment outcome for major depressive disorder
W Mumtaz, L Xia, MAM Yasin, SSA Ali, AS Malik
PloS one 12 (2), 2017
272017
An EEG-based machine learning method to screen alcohol use disorder
W Mumtaz, PL Vuong, L Xia, AS Malik, RBA Rashid
Cognitive neurodynamics 11 (2), 161-171, 2017
252017
Automatic diagnosis of alcohol use disorder using EEG features
W Mumtaz, PL Vuong, L Xia, AS Malik, RBA Rashid
Knowledge-Based Systems 105, 48-59, 2016
242016
Review on EEG and ERP predictive biomarkers for major depressive disorder
W Mumtaz, AS Malik, MAM Yasin, L Xia
Biomedical Signal Processing and Control 22, 85-98, 2015
212015
A review on EEG-based methods for screening and diagnosing alcohol use disorder
W Mumtaz, PL Vuong, AS Malik, RBA Rashid
Cognitive neurodynamics 12 (2), 141-156, 2018
152018
An EEG-based functional connectivity measure for automatic detection of alcohol use disorder
W Mumtaz, N Kamel, SSA Ali, AS Malik
Artificial intelligence in medicine 84, 79-89, 2018
132018
Analysis of EEG signals regularity in adults during video game play in 2D and 3D
HR Khairuddin, AS Malik, W Mumtaz, N Kamel, L Xia
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
132013
Evaluation of passive polarized stereoscopic 3D display for visual & mental fatigues
HU Amin, AS Malik, W Mumtaz, N Badruddin, N Kamel
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
82015
A comparative study of different EEG reference choices for diagnosing unipolar depression
W Mumtaz, AS Malik
Brain topography 31 (5), 875-885, 2018
72018
EEG classification of physiological conditions in 2D/3D environments using neural network
W Mumtaz, L Xia, AS Malik, MAM Yasin
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
72013
Complexity analysis of EEG data during rest state and visual stimulus
W Mumtaz, L Xia, AS Malik, MAM Yasin
International Conference on Neural Information Processing, 84-91, 2012
62012
EEG in classroom: EMD features to detect situational interest of students during learning
A Babiker, I Faye, W Mumtaz, AS Malik, H Sato
Multimedia Tools and Applications 78 (12), 16261-16281, 2019
52019
MRMR based feature selection for the classification of stress using EEG
AR Subhani, W Mumtaz, N Kamil, NM Saad, N Nandagopal, AS Malik
2017 Eleventh International Conference on Sensing Technology (ICST), 1-4, 2017
52017
Detrended fluctuation analysis for major depressive disorder
W Mumtaz, AS Malik, SSA Ali, MAM Yasin, H Amin
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
52015
Performance Evaluation of Ad-hoc Routing Protocols through NCTUns 6.0
W Mumtaz, B Niaz
International Journal of Computer Applications 19 (5), 1-4, 2011
52011
P300 intensities and latencies for major depressive disorder detection
W Mumtaz, AS Malik, SSA Ali, MAM Yasin
2015 IEEE International Conference on Signal and Image Processing …, 2015
42015
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Articles 1–20