Dr. Muhammad Nouman Noor
Dr. Muhammad Nouman Noor
Assistant Professor (PhD)
Education
PhD (CS), HITEC University Taxila, 2023
MS (CS), Bahria University Islamabad, 2019
BS (CS), PMAS-Arid Agriculture University, 2014
Summary
Dr. Muhammad Nouman Noor is currently an Assistant Professor at Fast-National University of Computer and Emerging Sciences, Islamabad. He has an overall job experience (including the software industry, research, and academia) of around 11 years. Leveraging over 11 years of experience, including 5+ years in the software industry, with diverse project contributions, the focus has seamlessly transitioned to academia. However, collaborations with industry on projects continue, accumulating 5+ years of experience in teaching, research, and mentorship. He did his Ph.D. in Computer Science from HITEC University, Taxila, Pakistan. He has a total of 18 research publications in journals and conferences of international repute, and 2 book chapters, reflecting expertise in computer vision, deep learning, digital image processing, and related domains. Demonstrated leadership through the supervision of numerous software projects and master's theses, fostering practical skills and academic growth. He has also supervised more than 30 R&D projects as well as software projects of undergraduate students. Proficient in collaborating across multidisciplinary teams, delivering high-quality educational content, and providing valuable insights for real-world computer science challenges. A dynamic and resourceful individual who bridges the gap between practical IT industry problems and advanced academic research.
Publications
Journal Papers
- Fatima Waseem, Farah Haneef, Rabeeh Ayaz Abbasi, Muhammad Nouman Noor, Aisha Khalid, Identifying Significant Factors Associated with Career Selection: A survey based study in PakistanPakistan Journal of Engineering, Technology & Science (PJETS)
- Muhammad Nouman Noor, Muhammad Nazir, Imran Ashraf, Nouf Abdullah Almujally, Muhammad Aslam, Syeda Fizzah Jilani, GastroNet: A robust attention-based deep learning and cosine similarity feature selection framework for gastrointestinal disease classification from endoscopic imagesCAAI Transactions on Intelligence Technology
- Muhammad Nouman Noor, Tamim Ahmed Khan, Farah Haneef, Muhammad Ismail Ramay, Machine learning model to predict automated testing adoptionInternational Journal of Software Innovation (IJSI)
- Muhammad Nouman Noor, Muhammad Nazir, Sajid Ali Khan, Oh-Young Song, Imran Ashraf, Efficient gastrointestinal disease classification using pretrained deep convolutional neural networkElectronics
- Muhammad Nouman Noor, Farah Haneef, A Review on Big Data and Social Network Analytics TechniquesResearchpedia Journal of Computing
- Muhammad Nouman Noor, Muhammad Nazir, Imran Ashraf, Emerging trends and advances in the diagnosis of gastrointestinal diseasesBioScientific Review
- Farah Haneef, Rabeeh Ayaz Abbasi, Muhammad Nouman Noor, Ali Daud, Mudassar Azam Sindhu, A Review of Career Selection ModelsResearchpedia Journal of Computing
- Muhammad Nouman Noor, Muhammad Nazir, Sajid Ali Khan, Imran Ashraf, Oh-Young Song, Localization and classification of gastrointestinal tract disorders using explainable AI from endoscopic imagesApplied Sciences
- Fatima Waseem, Farah Haneef, Muhammad Nouman Noor, Aisha Khalid, Hina Rashid, & Qudsia Yousaf, A Review based on Active Research Areas in Mining Software Bug Repositories: Limitations and Possible Future TrendsInternational Journal of Innovations in Science & Technology (IJIST)
- Tehmina Karamat Mousa Alhajlah, Muhammad Nouman Noor, Muhammad Nazir, Awais Mahmood, Imran Ashraf, Gastrointestinal Diseases Classification Using Deep Transfer Learning and Features OptimizationComputers, Materials and Continua
Conference Papers
- Muhammad Nouman Noor, Muhammad Nazir, Veena Dilshad, Farah Haneef, A Framework for Multi-Grade Classification of Ulcerative-Colitis Using Deep Neural Networks25th International Multitopic Conference (INMIC)