Dr. Muhammad Umer Sarwar

Assistant Professor at Government College University Faisalabad

Dr. Muhammad Umer Sarwar

Contact Details

Email Address mumersarwar@gcuf.edu.pk
Phone Number 041-9200207
Office Address GC University Faisalabad
Academic Profiles
Basic Information
Full Name
Dr. Muhammad Umer Sarwar
Designation
Assistant Professor
Department
Computer Science
Faculty
Physical Science
Email Address
mumersarwar@gcuf.edu.pk

Brief Statement of research work

My research focuses on machine learning and parallel computing, with particular emphasis on application areas of machine learning.

Academic Background
SR. DEGREE INSTITUTE FROM TO
1 M.Phil Or MS University of Agriculture, Faisalabad 2005 2007
2 Master Or Equivalent Allama Iqbal Open University, Islamabad 2001 2004
3 Intermedite Or Equivalent BISE Faisalabad 1998 2000
4 Matriculation Or Equivalent BISE Faisalabad 1996 1998
5 Matriculation Or Equivalent BISE Faisalabad 1996 1998
Research Publications
SR. AUTHORS PAPER TITLE JOURNAL PAGE# YEAR VOL. IMP.F VIEW
1 Rana Hassan Ajmal , Muhammad Umer Sarwar, Muhammad Kashif Hanif, Muhammad Irfan Khan Evaluating the Effectiveness of Advanced Language Models in Detecting and Mitigating Hallucinations Using Structured Question-Answering, Novel Metrics, and Post-Hoc Retrieval IEEE Access 173805-173812 2025 13 4.08
2 Rida Zaheer , Muhammad Kashif Hanif, Muhammad Umer Sarwar, Ramzan Talib Evaluating the Effectiveness of Dimensionality Reduction on Machine Learning Algorithms in Time Series Forecasting IEEE Access 50493-50510 2025 13 4.08
3 Sana Tariq , Muhammad Umer Sarwar, Muhammad Kashif Hanif, Muhammad Irfan Khan Predictive Modeling of Multi-Label Enzyme Substrate using Machine Learning IEEE Access 172657 -172673 2025 13 4.08
4 https://ieeexplore.ieee.org/document/10132475 DP-CCL: A Supervised Contrastive Learning Approach Using CodeBERT Model in Software Defect Prediction IEEE Access 22582-22594 2024 12 4.08
5 https://www.sciencedirect.com/science/article/abs/pii/S1568494621011455 Aspect-Context Level Information Extraction via Transformer based Interactive Attention Mechanism for Sentiment Classification IEEE Access 57683-57692 2023 11 4.08
6 54. Saima Rafi, Muhammad Azeem Akbar, Wu Yu, Abdu Gumaei, Muhammad Umer Sarwar Exploration of DevOps testing process capabilities: An ISM and Fuzzy TOPSIS Analysis Applied Soft Computing 1-20 2022 2022 6.79
7 45. Muhammad Shoaib Aslam , Muhammad Younas , Muhammad Umer Sarwar, Muhammad Arif Shah, Atif Khan, M. Irfan Uddin, Shafique Ahmad, Muhammad Firdausi and Mazen Zaindin Liver-Tumor Detection Using CNN ResUNet Computers, Materials & Continua 1900-1914 2021 67 4.89
8 42. Muhammad Younas , Dayang Norhayati Abang Jawawi, Ahmad Kamil Mehmood, Mohammad Nazir Ahmad, Muhammad Umer Sarwar and Mohd Yazid Idris Agile Software Development using Cloud Computing : A Case Study IEEE Access 4475-4484 2020 8 4.08
9 37. Muhammad Kashif Hanif, Ramzan Talib, Muhammad Awais , Muhammad Yahya Saeed and Umer Sarwar Comparison of bioinspired Computation and Optimization Techniques Current Science 450-453 2018 115 .725
10 KHIZRA ASAF , MUHAMMAD UMER SARWAR, MUHAMMAD KASHIF HANIF, RAMZAN TALIB AND IRFAN KHAN A Review of Bluetooth based Scatter-net for Mobile Ad hoc Networks International Journal of Advanced Computer Science and Applications 402-406 2017 8 0
11 MUHAMMAD UMER SARWAR, MUHAMMAD KASHIF HANIF, RAMZAN TALIB, AWAIS MUBEEN AND MUHAMMAD ASLAM A Survey of Big Data Analytics in Healthcare International Journal of Advanced Computer Science and Applications 355-359 2017 8 0
12 MUHAMMAD UMER SARWAR , MUHAMMAD KASHIF HANIF, M. RAMZAN TALIB AND MUHAMMAD ASAD ABBAS Ensuring Data provenance with package watermarking International Journal of Advanced Computer Science and Applications 498-501 2017 8 0
13 MUHAMMAD UMER SARWAR, MUHAMMAD KASHIF HANIF, RAMZAN TALIB, BILAL SARWAR AND WAQAR HUSSAIN Data Provenance for Cloud Computing using Watermark International Journal of Advanced Computer Science and Applications 407-411 2017 8 0
Professional Journey

Employment history is being updated and will be available soon.

International Exposure

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Professional qualifications & traninings

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