Faculty Nazia Bibi

Nazia Bibi

Assistant Professor
  • Military College of Signals
  • 0515564048
Summary

NAZIA BIB holds a Bachelor's degree in Software Engineering from Fatima Jinnah Women University and a Master's degree in Software Engineering from CASE University, a constituent institute of the University of Engineering and Technology (UET). Currently, she is pursuing a Ph.D. in Software Engineering at the Department of Computer Software Engineering, National University of Science and Engineering (NUST) in Islamabad, Pakistan. During her MS (Software Engineering) studies at the Center for Advanced Studies in Engineering (CASE), she achieved the distinction of being a Gold Medalist and was awarded a GOLD MEDAL for securing FIRST POSITION in the MS (Software Engineering) in 2014. Her academic interests encompass Software Engineering, Object-Oriented Software Engineering, Project Management, Data Mining, Search-Based Software Engineering, Machine Learning, and Deep Learning. She has also contributed to academia as a Lecturer in the Computer Science Department at BPGCW, a constituent college of Air University. NAZIA BIB received the Best Teacher Award for the Academic Year 2018 at Fazaia Bilquis Postgraduate College For Women, Air University, along with the "Best Teacher Certificate" and a cash prize from Shafqat Mahmood, a Pakistani bureaucrat-turned-politician who served as the Federal Minister for Federal Education and Professional Training. Additionally, she has been recognized for her contributions as an organizing committee member in both the 1st and 2nd International Multidisciplinary Graduate Conferences (IMGC) at Bilquis Postgraduate College for Women, Air University, and receiving appreciation letters for her efforts. Furthermore, her achievements extend to her academic background as she attained the first position in ICS at Fazaia Intermediate College Nur Khan and was awarded a shield in recognition of this accomplishment. Presently, she is serving as a lecturer at the Military College of Signals (MCS), NUST.

Academic Background
PhD (Deep Learning) NUST, Islamabad November 10, 2024 - November 25, 2024
Honours and Awards
Publications
C2B: A Semantic Source Code Retrieval Model using CodeT5 and Bi-LSTM February 18, 2025 Applied Sciences - Volume 14(13), Article Number 5795
Collaborative Solutions to Software Architecture Challenges Faced by IT Professionals February 18, 2025 International Journal of Human Capital and Information Technology Professionals (IJHCITP) - Volume 15, Issue 1, Pages 1-29
Enhancing source code retrieval with joint Bi-LSTM-GNN architecture: A comparative study with ChatGPT-LLM February 18, 2025 Journal of King Saud University - Computer and Information Sciences - Volume 36, Issue 2
Enhancing Semantic Code Search with Deep Graph Matching February 18, 2025 IEEE Access - Volume 11, Pages 52392-52411
Reusable Component Retrieval: A Semantic Search Approach for Low Resource Languages February 18, 2025 ACM Transactions on Asian and Low-Resource Language Information Processing - Volume 22 Issue 5
An Intelligent Platform for Software Component Mining and Retrieval February 18, 2025 Sensors - Volume 23, Issue 1, Article Number 525
Web semantics and ontologies-based framework for software component selection from online repositories February 18, 2025 International Journal of Web and Grid Services - Volume 19, No. 3, Pages 318-349
Expertise based Skills Management System to Support Resource Allocation February 18, 2025 PLoS One - Volume 16(8), Article Number e0255928
A Hybrid-Adaptive Neuro-Fuzzy Inference System for Multi-Objective Regression Test Suites Optimization February 18, 2025 Neural Computing and Applications - Pages 1-15
Comparison of Search-Based Software Engineering Algorithms for Resource Allocation Optimization February 18, 2025 Journal of Intelligent Systems - Volume:25, Issue: 04, Page:629-642
Conferences
Exploring the Effectiveness of Joint Bi-LSTM-GNN vs ChatGPT-LLM in Source Code Retrieval August 24, 2023 - August 25, 2023 Nazia Bibi, Ayesha Maqbool, Tauseef Ahmed Rana, International Bhurban Conference on Applied Sciences & Technology
A Pragmatic Decision Making Mechanism for Reusable Source Code Snippets Retrieval using Semantic Approach August 24, 2023 - August 25, 2023 Nazia Bibi, Tauseef Ahmed Rana, Ayesha Maqbool, Qurat-ul-Ain, International Bhurban Conference on Applied Sciences & Technology
Enhancing source code retrieval with joint Bi-LSTM-GNN architecture: A comparative study with ChatGPT-LLM August 22, 2023 - August 25, 2023 Nazia Bibi, Tauseef Ahmad Rana, Ayesha Maqbool, 2023 20th International Bhurban Conference on Applied Sciences and Technology (IBCAST)
Bi-Directional LSTM-Based Search Engine for Source Code Retrieval March 15, 2023 - March 16, 2023 Nazia Bibi, Tauseef Ahmad Rana, Ayesha Maqbool, 4th International Conference on Communication Technologies, ComTech 2023
Mining Mobile Security Concerns and their Solutions January 08, 2019 - January 12, 2019 Zeshan Anwar, Nazia Bibi, Hammad Afzal, 2019 16th International Bhurban Conference on Applied Sciences and Technology (IBCAST)
Lecturer Fazaia Bilquis College of Eduction for Women October 12, 2015 - February 21, 2024
Lecturer Askaria Colllege May 09, 2013 - August 27, 2015
Lecturer Hashmi College of Commerce, Rawalpindi December 01, 2011 - December 27, 2012