Wajid Mumtaz

According to our database, Wajid Mumtaz authored at least 26 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

EEG-ConvNet: Convolutional networks for EEG-based subject-dependent emotion recognition.

Sheeraz Ahmad Khan, Eamin Chaudary, Wajid Mumtaz

Comput. Electr. Eng., 2024

2022

Editorial: EEG-based assistive robotics for rehabilitation.

Wajid Mumtaz, Hafeez Ullah Amin, Abdul Qayyum, Ahmad Rauf Subhani

Frontiers Neurorobotics, September, 2022

Tri-model ensemble with Grid Search optimization for Bipolar Disorder Diagnosis.

Syed Muhammad Zain, Wajid Mumtaz

Proceedings of the International Conference on Frontiers of Information Technology, 2022

2021

Review of challenges associated with the EEG artifact removal methods.

Wajid Mumtaz, Suleman Rasheed, Alina Irfan

Biomed. Signal Process. Control., 2021

2020

Automatic Segmentation Using a Hybrid Dense Network Integrated With an 3D-Atrous Spatial Pyramid Pooling Module for Computed Tomography (CT) Imaging.

Abdul Qayyum, Iftikhar Ahmad, Wajid Mumtaz, Madini O. Alassafi, Rayed AlGhamdi, Moona Mazher

IEEE Access, 2020

Hybrid Deep Shallow Network for Assessment of Depression Using Electroencephalogram Signals.

Abdul Qayyum, Imran Razzak, Wajid Mumtaz

Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019

EEG in classroom: EMD features to detect situational interest of students during learning.

Areej Babiker, Ibrahima Faye, Wajid Mumtaz, Aamir Saeed Malik, Hiroki Sato

Multim. Tools Appl., 2019

A deep learning framework for automatic diagnosis of unipolar depression.

Wajid Mumtaz, Abdul Qayyum

Int. J. Medical Informatics, 2019

Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents.

Yasir Hafeez, Syed Saad Azhar Ali, Wajid Mumtaz, Muhammad Moinuddin, Syed Hasan Adil, Ubaid Muhsen Al-Saggaf, Mohd Azhar Mohd Yasin, Aamir Saeed Malik

IEEE Access, 2019

Investigation of EEG-Based Graph-Theoretic Analysis for Automatic Diagnosis of Alcohol Use Disorder.

Wajid Mumtaz, Lukás Vareka, Roman Moucek

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

A Comparative Analysis of Preprocessing Methods for Single-Trial Event Related Potential Detection.

Wajid Mumtaz, Lukás Vareka, Roman Moucek

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

2018

A machine learning framework involving EEG-based functional connectivity to diagnose major depressive disorder (MDD).

Wajid Mumtaz, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin, Aamir Saeed Malik

Medical Biol. Eng. Comput., 2018

An EEG-based functional connectivity measure for automatic detection of alcohol use disorder.

Wajid Mumtaz, Mohamad Naufal bin Mohamad Saad, Nidal S. Kamel, Syed Saad Azhar Ali, Aamir Saeed Malik

Artif. Intell. Medicine, 2018

2017

Classification of EEG Signals Based on Pattern Recognition Approach.

Hafeez Ullah Amin, Wajid Mumtaz, Ahmad Rauf Subhani, Mohamad Naufal Mohamad Saad, Aamir Saeed Malik

Frontiers Comput. Neurosci., 2017

Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD).

Wajid Mumtaz, Likun Xia, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin, Muhammad Hussain, Aamir Saeed Malik

Biomed. Signal Process. Control., 2017

Machine Learning Framework for the Detection of Mental Stress at Multiple Levels.

Ahmad Rauf Subhani, Wajid Mumtaz, Mohamad Naufal bin Mohamad Saad, Nidal S. Kamel, Aamir Saeed Malik

IEEE Access, 2017

MRMR based feature selection for the classification of stress using EEG.

Ahmad Rauf Subhani, Wajid Mumtaz, Nidal Kamil, Naufal M. Saad, Nanda Nandagopal, Aamir Saeed Malik

Proceedings of the Eleventh International Conference on Sensing Technology, 2017

2016

Automatic diagnosis of alcohol use disorder using EEG features.

Wajid Mumtaz, Pham Lam Vuong, Likun Xia, Aamir Saeed Malik, Rusdi Bin Abd Rashid

Knowl. Based Syst., 2016

2015

Review on EEG and ERP predictive biomarkers for major depressive disorder.

Wajid Mumtaz, Aamir Saeed Malik, Mohd Azhar Mohd Yasin, Likun Xia

Biomed. Signal Process. Control., 2015

P300 intensities and latencies for major depressive disorder detection.

Wajid Mumtaz, Aamir Saeed Malik, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin

Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

A Study to Investigate Different EEG Reference Choices in Diagnosing Major Depressive Disorder.

Wajid Mumtaz, Aamir Saeed Malik, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Detrended fluctuation analysis for major depressive disorder.

Wajid Mumtaz, Aamir Saeed Malik, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin, Hafeez Ullah Amin

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Evaluation of passive polarized stereoscopic 3D display for visual & mental fatigues.

Hafeez Ullah Amin, Aamir Saeed Malik, Wajid Mumtaz, Nasreen Badruddin, Nidal S. Kamel

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013

EEG classification of physiological conditions in 2D/3D environments using neural network.

Wajid Mumtaz, Likun Xia, Aamir Saeed Malik, Mohd Azhar Mohd Yasin

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Analysis of EEG signals regularity in adults during video game play in 2D and 3D.

Hamizah R. Khairuddin, Aamir Saeed Malik, Wajid Mumtaz, Nidal S. Kamel, Likun Xia

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Complexity Analysis of EEG Data during Rest State and Visual Stimulus.

Wajid Mumtaz, Likun Xia, Aamir Saeed Malik, Mohd Azhar Mohd Yasin

Proceedings of the Neural Information Processing - 19th International Conference, 2012