Wajid Mumtaz

Associate Professor
School of Electrical Engineering and Computer Science
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About

Dr. Wajid Mumtaz is working as Associate Professor in the School of Electrical Engineering and Computer Science . Dr. Wajid Mumtaz has a PhD in Electrical & Electronic Engineering . Dr. Wajid Mumtaz has published 37 research articles & conference papers having a citation count of 1553 , carried out 3 projects and filed 0 intellectual property.

Research Tags

EEG signal feature extraction EEG signal preprocessing EEG-based assitive robotics EEG-based classification of mental illnesses EEG-based diagnosis EEG-based emotion detection EEG-based referencing EEG-based thought to text conversion machine learning for assitive robotics machine learning for healthcare

Research Projects

3

Industry Projects

0

Amount Granted

5.5 M

Publications

37

Citations

1553

Intellectual Property

0
Publication Types
Project Types
Publications by Year
Projects by Year

Research Collaborators

Collaborator Image

Ahmad Rauf Subhani

College of Electrical & Mechanical Engineering
3 Collaborations

Education

PhD Electrical & Electronic Engineering 2011- 2017
Universiti Teknologi Petronas , Malaysia
MS Computer Engineering 2009- 2009
UET Taxila , Pakistan
BSc Electrical Engineering 2002- 2005
UET Taxila , Pakistan

Experience

Associate Professor 2022- Present
School of Electrical Engineering and Computer Science , NUST
Assistant Professor 2019- 2022
School of Electrical Engineering and Computer Science , NUST
Post Doc Researcher 2018- 2019
University of West Bohemia , Pilsen, Czech Republic ,
Post-doc researcher 2017- 2018
Universiti Teknologi PETRONAS , Bandar Seri Iskandar, Perak, Malaysia ,
Research Scientist 2015- 2017
Universiti Teknologi PETRONAS , Bandar Seri Iskandar, Perak, Malaysia ,
Lecturer 2008- 2011
COMSATS University Islamabad , Chak Shahzad, Islamabad ,
AM 2006- 2008
Air Weapons Complex, NESCOM , Wah Cantt ,

Awards

Memberships

IEEE Since 2020
3
Research Projects
0
Industrial Projects
3
National Projects
0
International Projects
5.5M
Total Funding (PKR)
Development of Machine Learning based Radio Channel Models for Challenging Outdoor Scenarios in 5G and Beyond Millimeter-wave Radio Networks
Sajjad Hussain
Wajid Mumtaz
Project Status: Approved_inprocess Rs: 2.0 M Approval Date: N/A Completion Date: N/A
Funding Agency: Pakistan Science Foundation
A Brain-Computer Interface (BCI) enabled Motion Intent Recognition System for Assistive Robotics 2022
Wajid Mumtaz
Sajjad Hussain
Project Status: Completed Rs: 0.9 M Approval Date: 2022-08-29 Completion Date: 2024-10-10
Funding Agency: NUST
A Thought-to-Text (T2T) system for physically disabled persons 2021
Wajid Mumtaz
Sajjad Hussain
Project Status: Completed Rs: 2.6 M Approval Date: 2021-11-29 Completion Date: 2024-03-19
Funding Agency: HEC
19
Research Articles
15
Conference Proceedings
1
Books
1
Book Chapters
121
Editorial Activities
Automatic diagnosis of alcohol use disorder using EEG features 2016
Wajid Mumtaz
PH
Pham Lam Voung (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
RU
Rusdi Bin Abd Rashid (University of Malaya)
LI
Likun Xia (Beijing Institute of Technology)
Journal: Knowledge-Based Systems , Volume 105, Pages 48-59
Impact Factor: 4.529 Citations: 52 Quartile: 1
Review on EEG and ERP predictive biomarkers for major depressive disorder 2015
Wajid Mumtaz
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
LI
Likun Xia (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Univeristi Sains Malaysia)
Journal: Biomedical Signal Processing and Control, Volume 22, Pages 85-98
Impact Factor: 1.521 Citations: 68 Quartile: 3
EEG in classroom: EMD features to detect situational interest of students during learning 2019
Wajid Mumtaz
AR
Areej Babikar (Universiti Teknologi PETRONAS)
IB
Ibrahima Faye (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
HI
Hiroki Sato (Shibaura Institute of Technology)
Journal: Multimedia Tools and Applications, Volume 78, Pages 16261–16281
Impact Factor: 2.313 Citations: 31 Quartile: 2
A deep learning framework for automatic diagnosis of unipolar depression 2019
Wajid Mumtaz
AB
Abdul Qayyum (University of Burgundy )
Journal: International Journal of Medical Informatics, Volume: 132, Article Number: UNSP 103983
Impact Factor: 3.025 Citations: 134 Quartile: 2
Automatic eye blink artifact removal for EEG based on a sparse coding technique for assessing major mental disorders 2019
RA
Raheel Zafar (National University of Modern Languages)
AB
Abdul Qayyum (Universiti Teknologi PETRONAS)
Wajid Mumtaz
Journal: Journal of Integrative Neuroscience , Volume 18(3), Pages 217-229
Impact Factor: 1.193 Citations: 7 Quartile: 4
Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents 2019
YA
yasir hafeez (Universiti Teknologi PETRONAS)
YA
yasir hafeez (Universiti Teknologi PETRONAS)
SY
SYED SAAD AZHAR ALI (Universiti Teknologi PETRONAS)
Wajid Mumtaz
MU
MUHAMMAD MOINUDDIN (King Abdulaziz University)
SY
SYED HASAN ADIL (Iqra University)
UB
UBAID MUHSEN AL-SAGGAF (King Abdulaziz University)
MO
MOHD AZHAR MOHD YASIN (Universiti Sains Malaysia)
AA
AAMIR SAEED MALIK (Universiti Teknologi PETRONAS)
Journal: IEEE Access, Volume 7, Pages 141021-141035
Impact Factor: 3.745 Citations: 13 Quartile: 1
A wavelet-based technique to predict treatment outcome for Major Depressive Disorder 2017
Wajid Mumtaz
LI
Likun Xia (Beijing Institute of Technology)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohad Yasin (Universiti Sain Malaysia)
SY
Syed Saad Azhar Ali (Universiti Teknologi PETRONAS)
Journal: PLoS ONE, Volume 12(2), Article Number e0171409
Impact Factor: 2.766 Citations: 190 Quartile: 1
Classification of EEG Signals Based on Pattern Recognition Approach 2017
HA
Hafeez ullah Amin (Universiti Teknologi PETRONAS)
Ahmad Rauf Subhani
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
HA
Hafeez ullah Amin (Universiti Teknologi PETRONAS)
Wajid Mumtaz
AH
Ahmad Rauf Subhani (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
MO
Mohamad Naufal Mohamad Saad (Universiti Teknologi PETRONAS)
Journal: Frontiers in Computational Neuroscience, Volume 11, Article Number 103
Impact Factor: 2.073 Citations: 181 Quartile: 2
An EEG-based machine learning method to screen alcohol use disorder 2017
Wajid Mumtaz
PH
Pham Lam Voung (Universiti Teknologi PETRONAS)
LI
Likun Xia (Beijing Institute of Technology)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
RU
Rusdi Bin Abd Rashid (University of Malaya)
Journal: Cognitive Neurodynamics, Volume 11, Pages 161–171
Impact Factor: 2.00 Citations: 64 Quartile: 4
Review of challenges associated with the EEG artifact removal methods 2021
Wajid Mumtaz
SU
Suleman Rasheed (-)
AL
Alina Irfan (-)
Journal: Biomedical Signal Processing and Control, Volume 68, Article Number 102741
Impact Factor: 5.076 Citations: 124 Quartile: 2
A review on EEG-based methods for screening and diagnosing alcohol use disorder 2018
LI
Likun Xia (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (University of Malaya)
Wajid Mumtaz
MO
Mohd Azhar Mohd Yasin (Universiti Teknologi PETRONAS)
Journal: Cognitive Neurodynamics, Volume 12, Pages 141–156
Impact Factor: 3.021 Citations: 51 Quartile: 2
EEG-CNN-Souping: Interpretable emotion recognition from EEG signals using EEG-CNN-souping model and explainable AI 2025
Wajid Mumtaz
EA
Eamin Chaudary
SH
Sheeraz Ahmad Khan
Journal: Computers and Electrical Engineering, Volume: 123, Part C, Article Number:110189, Pages:11
Impact Factor: 4.9 Citations: 1 Quartile: 1
SDG 3
EEG-ConvNet: Convolutional networks for EEG-based subject-dependent emotion recognition 2024
SH
Sheeraz Ahmad Khan
EA
Eamin Chaudary
Wajid Mumtaz
Journal: Computers & Electrical Engineering, Volume: 116, Article Number: 109178
Impact Factor: 4.3 Citations: 7 Quartile: 2
SDG 3
Machine learning framework for the detection of mental stress at multiple levels 2017
Ahmad Rauf Subhani
NA
Naufal B Saad (Universiti Teknologi PETRONAS)
NI
Nidal Kamel (Universiti Teknologi PETRONAS)
Wajid Mumtaz
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
Journal: IEEE Access, Volume 5, Pages 13545-13556
Impact Factor: 3.557 Citations: 212 Quartile: 1
A machine learning framework involving EEG-based functional connectivity to diagnose major depressive disorder (MDD) 2018
Wajid Mumtaz
SY
Syed Saad Azhar Ali (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Universiti Sain Malaysia)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
Journal: Medical & Biological Engineering & Computing, Volume 56, Pages 233–246
Impact Factor: 2.039 Citations: 152 Quartile: 2
Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD) 2017
Wajid Mumtaz
LI
Likun Xia (Beijing Institute of Technolog)
SY
Syed Saad Azhar Ali (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasinb (Universiti Sains Malaysia)
MU
Muhammad Hussain (King Saud University)
Journal: Biomedical Signal Processing and Control, Volume 31, Pages 108-115
Impact Factor: 2.783 Citations: 176 Quartile: 2
Automatic Segmentation using a Hybrid Dense Network Integrated with an 3D-Atrous Spatial Pyramid Pooling Module for Computed Tomography (CT) Imaging 2020
AB
Abdul Qayyum (University of Burgundy)
IF
Iftikhar Ahmad ( King Abdulaziz University)
Wajid Mumtaz
MA
Madini O. Alassafi (King Abdulaziz University,)
RA
Rayed Alghamdi (King Abdulaziz University)
MO
Moona Mazher (University of Burgundy)
Journal: IEEE Access, Volume 8, Pages 169794-169803
Impact Factor: 3.367 Citations: 16 Quartile: 2
An EEG-based functional connectivity measure for automatic detection of alcohol use disorder 2018
NA
Naufal B Saad (Universiti Teknologi PETRONAS)
SY
Syed Saad Azhar Ali (Universiti Teknologi PETRONAS)
Wajid Mumtaz
NI
Nidal Kamel (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
Journal: Artificial Intelligence in Medicine , Volume 84, Pages 79-89
Impact Factor: 3.574 Citations: 49 Quartile: 1
A comparative study of different EEG reference choices for diagnosing unipolar depression 2018
Wajid Mumtaz
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
Journal: Brain Topography, Volume 31, Pages 875–885
Impact Factor: 3.104 Citations: 15 Quartile: 2
Non-Invasive EEG-Driven Brain-Computer Interface for Motion Control of Assistive Robotics
Wajid Mumtaz
SY
Syeda Eman Fatima
SY
Syed Arsal Rahman
MU
Muhammad shayan Nazeer
Conference: 2025 International Conference on Control, Automation, and Instrumentation, IC2AI 2025
Citations: N/A
SDG 3
Development of a Deep Learning Model for Motor-Imagery Classification
AI
Aiman Maqsood
Wajid Mumtaz
Conference: 2022 IEEE International Conference on Data Science and Information System (ICDSIS)
Citations: N/A
EEG Based Thought-to-Text Translation Via Deep Learning
SA
Sarfraz Ali
Wajid Mumtaz
AI
Aiman Maqsood
Conference: 2023 7th International Multi-Topic ICT Conference (IMTIC)
Citations: N/A
Tri-model ensemble with Grid Search optimization for Bipolar Disorder Diagnosis
Wajid Mumtaz
SY
Syed Muhammad Zain
Conference: 2022 International Conference on Frontiers of Information Technology, FIT 2022
Citations: N/A
Multiclass-Classification of Algae using Dc-GAN and Transfer Learning
Wajid Mumtaz
AB
Abdullah (Inje University)
ZI
Ziaullh Khan
AB
Abdul Samad Mumtaz (Quaid-i-Azam University)
SU
Subrata Bhattacharjee (Inje University)
HE
Hee-Cheol Kim (Inje University)
Conference: 2022 2nd International Conference on Image Processing and Robotics (ICIPRob)
Citations: N/A
Classification of Hand-Grasp Movements of Stroke Patients using EEG Data
Wajid Mumtaz
SU
Suleman Rasheed (-)
Conference: 2021 International Conference on Artificial Intelligence (ICAI)
Citations: N/A
Hybrid Deep Shallow Network for Assessment of Depression Using Electroencephalogram Signals
AB
Abdul Qayyum (University of Burdundy)
IM
Imran Razzak (Deakin University)
Wajid Mumtaz
Conference: International Conference on Neural Information Processing ICONIP 2020
Citations: N/A
A Study to Investigate Different EEG Reference Choices in Diagnosing Major Depressive Disorder
Wajid Mumtaz
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
SY
Syed Saad Azhar Ali (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Universiti Sains Malaysia)
Wajid Mumtaz
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
SY
Syed Saad Azhar Ali (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Universiti Sains Malaysia)
Conference: International Conference on Neural Information Processing
Citations: N/A
Analysis of EEG signals regularity in adults during video game play in 2D and 3D
HA
Hamizah Khairuddin (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
Wajid Mumtaz
NI
Nidal Kamel (Universiti Teknologi PETRONAS)
LI
Likun Xia (Universiti Teknologi PETRONAS)
HA
Hamizah Khairuddin (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
Wajid Mumtaz
NI
Nidal Kamel (Universiti Teknologi PETRONAS)
LI
Likun Xia (Universiti Teknologi PETRONAS)
Conference: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Citations: N/A
EEG classification of physiological conditions in 2D/3D environments using neural network
Wajid Mumtaz
LI
Likun Xia (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Universiti Sains Malaysia)
Wajid Mumtaz
LI
Likun Xia (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Universiti Sains Malaysia)
Conference: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Citations: N/A
Complexity analysis of EEG data during rest state and visual stimulus
Wajid Mumtaz
LI
Likun Xia (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Mailk (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Universiti Sain Malaysia)
Wajid Mumtaz
LI
Likun Xia (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Mailk (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Universiti Sain Malaysia)
Conference: International Conference on Neural Information Processing
Citations: N/A
Functional models of neural circuits for pathophysiology of major depressive disorder
Wajid Mumtaz
LI
Likun Xia (Universiti Teknologi PETRONAS)
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Universiti Sain Malaysia)
Conference: 4th International Conference on Intelligent and Advanced Systems
Citations: N/A
P300 intensities and latencies for major depressive disorder detection
Wajid Mumtaz
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
SY
Syed Saad Azhar Ali (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Universiti Sain Malaysia)
Conference: IEEE International Conference on Signal and Image Processing Applications (ICSIPA)
Citations: N/A
Detrended fluctuation analysis for major depressive disorder
Wajid Mumtaz
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
SY
Syed Saad Azhar Ali (Universiti Teknologi PETRONAS)
MO
Mohd Azhar Mohd Yasin (Universiti Sains Malaysia)
HA
Hafeez Ullah Amin (Universiti Teknologi PETRONAS)
Conference: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Citations: N/A
A Comparative Analysis of Preprocessing Methods for Single-Trial Event Related Potential Detection
Wajid Mumtaz
LU
Lukáš Va?eka (University of West Bohemia)
RO
Roman Mou?ek (University of West Bohemia)
Conference: 28th International Conference on Artificial Neural Networks
Citations: N/A
EEG-based Experiment Design for Major Depressive Disorder: Machine Learning and Psychiatric Diagnosis 2019
Wajid Mumtaz
AA
Aamir Saeed Malik (Universiti Teknologi PETRONAS)
Book Info: Academic Press, 1st edition, 254 pages
Citation: 9
Adaptive Noise Cancellation: A Comparison of Adaptive Filtering Algorithms Aiming Fetal ECG Extraction 2012
Wajid Mumtaz
AH
Ahmad Rauf Subhani (COMSATS University Islamabad)
Book: Book on Recent Advances in Computer Science and Information Engineering (Pages 637-643)
Citations: N/A
PLOS ONE 2023
Edited Journal Issue / Proceeding / Book
Impact Factor: 3.752
PLOS ONE 2023
Edited Journal Issue / Proceeding / Book
Impact Factor: 3.752
PLOS ONE 2023
Edited Journal Issue / Proceeding / Book
Impact Factor: 3.752
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Impact Factor: 3.752
PLOS ONE 2024
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Impact Factor: 3.752
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Impact Factor: 3.752
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Impact Factor: 3.752
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Impact Factor: 3.752
PLOS ONE 2024
Edited Journal Issue / Proceeding / Book
Impact Factor: 3.752
PLOS ONE 2024
Edited Journal Issue / Proceeding / Book
Impact Factor: 3.752
PLOS ONE 2024
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Impact Factor: 3.752
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Impact Factor: 3.752
PLOS ONE 2024
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Impact Factor: 3.752
PLOS ONE 2024
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Impact Factor: 3.752
Biomedical Signal Processing & Control 2023
Reviewed Papers for Journals
Impact Factor: 5.076
Biomedical Signal Processing and Control 2023
Reviewed Papers for Journals
Impact Factor: 5.1
Biomedical Signal Processing & Control 2023
Reviewed Papers for Journals
Impact Factor: 5.1
Biomedical Signal Processing & Control 2022
Reviewed Papers for Journals
Impact Factor: 5.076
Informatics for Health and Social Car 2022
Reviewed Papers for Journals
Impact Factor: 3.082
Frontiers in Psychiatry 2023
Reviewed Papers for Journals
Impact Factor: 4.7
Scientific Reports 2022
Reviewed Papers for Journals
Impact Factor: 4.996
Scientific Reports 2023
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Impact Factor: 4.996
Frontiers in Neuroscience 2023
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Impact Factor: 5.125
Medical & Biological Eng & Computing (MBEC) 2022
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Impact Factor: 3.2
Frontiers 2022
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Impact Factor: 0.842
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Impact Factor: 3.24
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2021
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2022
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Reviewed Papers for Journals
Impact Factor: 4.141
2020
Reviewed Papers for Journals
Impact Factor: 4.141
2020
Reviewed Papers for Journals
Impact Factor: 4.141
2020
Reviewed Papers for Journals
Impact Factor: 2.537
2020
Reviewed Papers for Journals
Impact Factor: 2.537
2020
Reviewed Papers for Journals
Impact Factor: 2.537
2020
Reviewed Papers for Journals
Impact Factor:
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No training records found for this faculty member
0
Total Supervisions
0
PhD Supervisions
0
MS Supervisions

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