Dr. Zafar Mehmood
Specialization : Data Science and Machine Learning
Email : [email protected]
Office Number : +(92)
I hold a Ph.D. in Artificial Intelligence, specializing in Data Science, Machine Learning, Deep Learning, and Generative AI. With 18 years of teaching experience at the University of Gujrat, I have taught courses in Programming (C++, OOP, Python), AI, Machine Learning, Deep Learning, Data Analytics, and Generative AI. I have published numerous papers in reputable academic journals, contributing to the advancement of AI and its applications. My research interests include Machine Learning, Deep Learning, Generative AI, and Data Science. In addition to teaching, I supervise graduate students in AI and Deep Learning research, guiding them through their thesis and projects. I actively contribute to curriculum development and academic activities within the department. My technical expertise includes Python, C++, TensorFlow, Keras, PyTorch, Scikit-learn, and tools like Jupyter and Google Colab. I am passionate about mentoring future AI researchers and professionals.
- Exam cordinator
- Member board of study
- Curriculum Committee member
- Departmental focal person of BIC
- Hostel Warden
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1. Zafar Mahmood, Imran Ashraf “Improving Learning from the Complex Multiclass Imbalanced and Overlapped Data by Mapping into Higher Dimension Using SVM ++” Scientific Reports, February 2025 DOI:
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2. Zafar Mahmood, Imran Ashraf “Algorithmic and Mathematical Modeling for Synthetically Controlled Overlapping” Scientific Reports, January 2025 DOI:
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3. Husnain Talib, Zafar Mahmood “Classification of Monkeypox Skin Lesions Through Advanced Visual Analysis and Self-attentation” Knowledge-Based Systems, December 2024 DOI:
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4. Naveed anwer Butt, Zafar Mahmood “Performance Predication of Students in Higher Education Using Multi-Model Ensemble Approach” Ieee Access, November 2023 DOI:
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5. Naveed, Zafar Mahmood “The Development of Intelligent Agents: A case-based reasoning approach to achieve human-like peculiarities via Playback of Human Traces” Ieee Access, May 2023 DOI:
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6. Zafar Mahmood “Behavioral And Performance Analysis of a Real-Time Case Study Event Log: A Process Mining Approach” Applied Sciences-Basel, March 2023 DOI:
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7. Zafar Mehmood, Naveed Anwer Butt “Efficient Scheduling of Home Energy Management Controller (HEMC) Using Heuristic Optimization Techniques” Sustainability, January 2023 DOI:
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8. M. Ijaz, Zafar Mahmood “Effect of Preprocessing and No of Topics on Automated Topic Classification Performance” Foundations And Trends In Information Retrieval, November 2022 DOI:
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9. Zafar Mahmood “Generation of Controlled Synthetic Samples and Impact of Hyper-Tuning Parameters to Effectively Classify the Complex Structure of Overlapping Region” Applied Soft Computing, August 2022 DOI:
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10. Zafar Mahmood, Sohail Asghar “Customizing SVM as a base learner with AdaBoost ensemble to learn from multi-class problems: A hybrid approach AdaBoost-MSVM” Knowledge-Based Systems, April 2021 DOI:
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11. Zafar Mahmood “Varying Pause Time Effect on AODV, DSR and DSDV Performance” International Journal For Multiscale Computational Engineering, March 2015 DOI:
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12. Zafar Mahmood “A Comparative Performance Study of Ad Hoc Routing Protocols to Improve the Route Discovery Process of AODV” International Journal For Multiscale Computational Engineering, October 2014 DOI:
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13. Zafar Mahmood “A Systematic Mapping Study on Customer Churn Analysis.” Data Mining And Knowledge Discovery, August 2014 DOI:
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14. Zafar Mahmood “Comprehensive Experimental Performance Analysis of DSR, AODV and DSDV Routing Protocol for Different Metrics Values with Predefined Constraints” Computer Applications In Engineering Education, June 2014 DOI:
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15. Zafar Mahmood “A Systematic Mapping Study on OCR Techniques.” Networks, January 2014 DOI:
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16. Zahid Iqbal, Zafar Mahmood “Efficient Machine Learning Techniques for Stock Market Prediction” Engineering Computations, November 2013 DOI:
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17. Abdul Wahab, Zafar Mahmood “Open Architecture Dynamic Manipulator Design Philosophy (DMD) (Jul 2009)” Robotics And Computer-Integrated Manufacturing, April 2010 DOI:
| Date | Title | Agency/Organization | Amount | Status |
|---|---|---|---|---|
| 2012-02-01 | Student Project | HEC | 60000 | Completed |
| 2024-06-06 | Student Project | NIGRI | 100000 | On going |
| 2024-11-10 | Student Project | NIGRI | 100000 | On going |