Faculty Profile
farhad.muhammad@numl.edu.pk
+92 51 9265100, Ext.2039
-PhD (Computer Science) (In Progress)
HITEC University, Taxila, Pakistan
-MS (Computer Science) (2014)
International Islamic University, Islamabad, Pakistan
-Lecturer (February 2022 - Present)
National University of Modern Languages (NUML), Islamabad, Pakistan
-Lecturer (March 2014 - February 2022)
Sir Syed Post Graduate Educational Institutions, Rawalpindi (UOS), Pakistan
-Lecturer (May 2009 - October 2012)
Govt. Gordon College Rawalpindi (UOG), Pakistan
-Director/Administrator (October 2012 - March 2014)
Govt. Gordon College Rawalpindi (UOG), Pakistan
-Visiting Lecturer (March 2015 - March 2021)
PMAS-AAUR (UIIT), Pakistan
-Visiting Lecturer (September 2012 - September 2021)
Buraq Institute of Science and Technology, Pakistan
Journal Publication:
Published:
F. M. Riaz et al., "Numerical Treatment of Non-Linear System for Latently Infected CD4+ T Cells: A Swarm-Optimized Neural Network Approach," IEEE Access, vol. 12, pp. 103119-103132, 2024. doi: 10.1109/ACCESS.2024.3429279. (IF: 3.9).
Accepted:
F. M. Riaz, J. A. Khan, "Swarm Optimized ANN-based Numerical Treatment of Nonlinear SEIR system based on Zika Virus," accepted in Journal of Polytechnic. [IF: 0.3].
Link: https://dergipark.org.tr/en/pub/politeknik/issue/76726/1543179
F. M. Riaz et al., "A Novel Stochastic Neuro-swarming Intelligent Procedure for Solving the MERS-Cov Nonlinear System," accepted in IEEE Access. (IF: 3.9)
Under Review:
F. M. Riaz, Raja Muhammad Shamayel Ullah, Areej Alasiry, J. A. Khan, "Swarm-Optimized Numerical Investigation of Dengue Fever Model," 23 May 2024, PREPRINT (Version 1) available at Research Square. [DOI: 10.21203/rs.3.rs-4346166/v1]. [Revision Submitted Soft Computing]. (IF: 3.1)
F. M. Riaz, J. A. Khan, Khalil Ur Rehman, Wasfi Shatanawi, "On Nonlinear Ordinary Differential System for Infectious Disease: A Neuro-Swarming Intelligence Scheme," Partial Differential Equations in Applied Mathematics. [under review].
F. M. Riaz, J. A. Khan, Bayan Abdullah, Naoufel Kraiem, "Numerical Investigation of the HIV Infection System of CD4+ T Cells," Advanced Modeling and Simulation in Engineering Science. [under review]. (IF: 2.0).
F. M. Riaz, J. A. Khan, "Efficient Computational Modeling of Leptospirosis: A Hybrid Neuro Heuristic Perspective," Cluster Computing. [under review]. (IF: 3.6).
Year 2019
Conference Publication:
-
Riaz, F. M., Minhas, N. M., Bibi, S., & Ahmed, W., “Classification of Social Media Users Based on Disagreement and Stance Analysis,” International Conference on Intelligent Technologies and Applications, Springer, IUB, Bahawalpur, Pakistan, 2019, pp. 309-321.
Year 2017
Conference Publications:
-
Abbasi, R., Rehman, G., Lee, J., Riaz, F. M., & Luo, B., “Discovering Temporal User Interest on Twitter by Using Semantic-Based Dynamic Interest Finding Model (TUT),” 2017 IEEE 2nd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC), China, 2017, pp. 743-747.
-
Riaz, F. M., Abbasi, R., & Mahmood, Z, “Adding Temporal Dimension in Social Network by Using Link Analysis,” International Conference on Frontiers of Information Technology (FIT), Islamabad, Pakistan, 2017, pp. 223-228.
Year 2016
Journal Publication:
-
Javed, H., Minhas, N. M., Abbas, A., & Riaz, F. M, “Model-Based Testing for Web Applications: A Literature Survey,” Journal of Software, vol. 11, no. 4, pp. 347-361, 2016.
-Machine Learning
-Deep Learning
-Social network Analysis
-Recommender Systems
-Mathematical Modelling for Epidemic Diseases. Numerical analysis
Education
-PhD (Computer Science) (In Progress)
HITEC University, Taxila, Pakistan
-MS (Computer Science) (2014)
International Islamic University, Islamabad, Pakistan
Experience
-Lecturer (February 2022 - Present)
National University of Modern Languages (NUML), Islamabad, Pakistan
-Lecturer (March 2014 - February 2022)
Sir Syed Post Graduate Educational Institutions, Rawalpindi (UOS), Pakistan
-Lecturer (May 2009 - October 2012)
Govt. Gordon College Rawalpindi (UOG), Pakistan
-Director/Administrator (October 2012 - March 2014)
Govt. Gordon College Rawalpindi (UOG), Pakistan
-Visiting Lecturer (March 2015 - March 2021)
PMAS-AAUR (UIIT), Pakistan
-Visiting Lecturer (September 2012 - September 2021)
Buraq Institute of Science and Technology, Pakistan
Publications
Journal Publication:
Published:
F. M. Riaz et al., "Numerical Treatment of Non-Linear System for Latently Infected CD4+ T Cells: A Swarm-Optimized Neural Network Approach," IEEE Access, vol. 12, pp. 103119-103132, 2024. doi: 10.1109/ACCESS.2024.3429279. (IF: 3.9).
Accepted:
F. M. Riaz, J. A. Khan, "Swarm Optimized ANN-based Numerical Treatment of Nonlinear SEIR system based on Zika Virus," accepted in Journal of Polytechnic. [IF: 0.3].
Link: https://dergipark.org.tr/en/pub/politeknik/issue/76726/1543179
F. M. Riaz et al., "A Novel Stochastic Neuro-swarming Intelligent Procedure for Solving the MERS-Cov Nonlinear System," accepted in IEEE Access. (IF: 3.9)
Under Review:
F. M. Riaz, Raja Muhammad Shamayel Ullah, Areej Alasiry, J. A. Khan, "Swarm-Optimized Numerical Investigation of Dengue Fever Model," 23 May 2024, PREPRINT (Version 1) available at Research Square. [DOI: 10.21203/rs.3.rs-4346166/v1]. [Revision Submitted Soft Computing]. (IF: 3.1)
F. M. Riaz, J. A. Khan, Khalil Ur Rehman, Wasfi Shatanawi, "On Nonlinear Ordinary Differential System for Infectious Disease: A Neuro-Swarming Intelligence Scheme," Partial Differential Equations in Applied Mathematics. [under review].
F. M. Riaz, J. A. Khan, Bayan Abdullah, Naoufel Kraiem, "Numerical Investigation of the HIV Infection System of CD4+ T Cells," Advanced Modeling and Simulation in Engineering Science. [under review]. (IF: 2.0).
F. M. Riaz, J. A. Khan, "Efficient Computational Modeling of Leptospirosis: A Hybrid Neuro Heuristic Perspective," Cluster Computing. [under review]. (IF: 3.6).
Year 2019
Conference Publication:
-
Riaz, F. M., Minhas, N. M., Bibi, S., & Ahmed, W., “Classification of Social Media Users Based on Disagreement and Stance Analysis,” International Conference on Intelligent Technologies and Applications, Springer, IUB, Bahawalpur, Pakistan, 2019, pp. 309-321.
Year 2017
Conference Publications:
-
Abbasi, R., Rehman, G., Lee, J., Riaz, F. M., & Luo, B., “Discovering Temporal User Interest on Twitter by Using Semantic-Based Dynamic Interest Finding Model (TUT),” 2017 IEEE 2nd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC), China, 2017, pp. 743-747.
-
Riaz, F. M., Abbasi, R., & Mahmood, Z, “Adding Temporal Dimension in Social Network by Using Link Analysis,” International Conference on Frontiers of Information Technology (FIT), Islamabad, Pakistan, 2017, pp. 223-228.
Year 2016
Journal Publication:
-
Javed, H., Minhas, N. M., Abbas, A., & Riaz, F. M, “Model-Based Testing for Web Applications: A Literature Survey,” Journal of Software, vol. 11, no. 4, pp. 347-361, 2016.
Interests
-Machine Learning
-Deep Learning
-Social network Analysis
-Recommender Systems
-Mathematical Modelling for Epidemic Diseases. Numerical analysis