Dr. Muhammad Umer Sarwar

Approved Supervisor

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
Google Scholar ORCID Profile Web of Science Scopus Profile
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

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International Exposure

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Professional qualifications & traninings

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Research Projects

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