Publications
Publications
22/03/2020 – CURRENT System for Mental Stress Assessment: A patent has been Granted by U.S. Patent and Trademark Office (USPTO).
Link: View Patent
22/03/2020 – CURRENT Real-Time Intelligent Mental Stress Assessment Method using LSTM for Wearable Devices A patent has been Granted by U.S. Patent and Trademark Office (USPTO).
Link: View Patent
10/01/2020 – CURRENT A Method for Real-Time Mental Stress Assessment During my MSc, I was able to file a patent under MYIPO-Malaysia with a title of "A Method for Real-Time Mental Stress Assessment" in January 2020. The current status of the patent is "Patent Pending" and the Number is "PI2020000067".
Link: View Patent
Real-Time Efficacy of Features Extraction using Machine Learning and Deep Learning for Frontal Alpha Asymmetry (Presented- Yet to be published online)
Yasir Hafeez, Syed Saad Ali, Hafeez Ullah Amin, Syed Faraz Naqvi and Syed Hasan Adil, Real-Time Efficacy of Features Extraction using Machine Learning and Deep Learning for Frontal Alpha Asymmetry. IEEE ROMA 2022
Performance Evaluation of EEG Based Mental Stress Assessment Approaches for Wearable Devices
Al-Saggaf UM, Naqvi SF, Moinuddin M, Alfakeh SA and Ali SSA (2022) Performance Evaluation of EEG Based Mental Stress Assessment Approaches for Wearable Devices. Front. Neurorobot. 15:819448. doi: 10.3389/fnbot.2021.819448
Real-Time Stress Assessment Using Sliding Window Based Convolutional Neural Network
Naqvi, S.F.; Ali, S.S.A.; Yahya, N.; Yasin, M.A.; Hafeez, Y.; Subhani, A.R.; Adil, S.H.; Al Saggaf, U.M.; Moinuddin, M. Real Time Stress Assessment Using Sliding Window Based Convolutional Neural Network. Sensors 2020, 20, 4400.
Machine Learning and Stress-Assessment: A Review
S. Faraz, S. S. Azhar Ali and S. Hasan Adil, "Machine Learning and Stress Assessment: A Review," 2018 3rd International Conference on Emerging Trends in Engineering, Sciences and Technology (ICEEST), Karachi, Pakistan, 2018, pp. 1-4, doi: 10.1109/ICEEST.2018.8643313.
Geometric Analysis of Tibiofemoral Knee Joint: Towards Computer Aided Treatment (CAT) Planning
Tariq, H., Faraz, S., Samreen, A., & Amjad, U. (2019). GEOMETRIC ANALYSIS OF TIBIOFEMORAL KNEE JOINT: TOWARDS COMPUTER AIDED TREATMENT (CAT) PLANNING.
Recurrence Relation for Projectile Simulation Project and Game- Based Learning
Tariq, Humera, T. Jilani, Ebad Ali, S. Faraz and U. Amjad. “Recurrence Relation for Projectile Simulation Project and Game based Learning.” International Journal of Advanced Computer Science and Applications 9 (2018).
Integrating Hungarian and A* Search for Indoor Navigation of Hypermarkets
S. Faraz, A. M. Dar and H. Tariq, "Integrating Hungarian and A∗ search for indoor navigation of hypermarkets," 2017 First International Conference on Latest trends in Electrical Engineering and Computing Technologies (INTELLECT), Karachi, 2017, pp. 1-5, doi: 10.1109/INTELLECT.2017.8277624.
Effect of Neurofeedback 2D and 3D Stimulus Content on Stress
Y. Hafeez, S. S. A. Ali, S. Faraz, M. Moinuddin and S. H. Adil, "Effect of Neurofeedback 2D and 3D Stimulus Content on Stress Mitigation," 2019 IEEE Student Conference on Research and Development (SCOReD), Bandar Seri Iskandar, Malaysia, 2019, pp. 289-293, doi: 10.1109/SCORED.2019.8896222.