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Faculty Profile

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Dr Zia-ur-Rehman

Tenured Associate Professor
Area of Interest: Cloud Service Management
Email: [email protected]
Phone: +92-992-383591-5
 
Academics/ Degrees
  • PhD, Curtin University, Perth ,WA Australia, (2010-2014)
  • MCS, University of Balochistan, Pakistan, (2001-2003)
  • M.Sc., (Applied Mathematics) University of Balochistan, Pakistan, (1999-2001)
 
Journal Publications
1. J.Shujah,Dr. Shoaib Azmat,K.Bilal,Dr. Zia ur Rehman Object identification based stall detection and stall legitimacy analysis for traffic patterns, Journal of Electronic Imaging, SPIE, 2022
2. Umair Yousaf ,Ahmad Khan,Hazrat Ali ,F.G Khan,Dr. Zia ur Rehman,Farman Ali ,Sangheon Pack,Safdar Ali A Deep Learning Based Approach for Localization and Recognition of Pakistani Vehicle License Plates, Sensors, 2021
3. F.G Khan,Sajid.Shah,Ahmad Khan,Dr. Zia ur Rehman Diabetic Retinopathy Detection Using VGG-NIN a Deep Learning Architecture, IEEE Access, 2021
4. Sajid.Shah,Ahmad Khan,Dr. Zia ur Rehman,N. Haq Impact of Data Smoothing on Semantic Segmentation, 2020, 2020
5. N. Haq,Dr. Zia ur Rehman,Ahmad Khan,Ahmad Din,Sajid.Shah,Abrar Ullah,Fawad Qayum Impact of data smoothing on semantic segmentation, Neural Computing and Applications, 2020
6. N. Haq,Dr. Zia ur Rehman,Ahmad Din,Ahmad Khan,Sajid.Shah,Ling Shao Din A novel weight initialization with adaptive hyper-parameters for deep semantic segmentation, Multimedia Tools and Applications, 2020
7. Sajid.Shah,Dr. Zia ur Rehman,Ahmad Khan Energy Optimization in a Smart Community Grid System Using Genetic Algorithm, 2019, 2019
8. R.Jadoon,W.Jadoon,Ahmad Khan,Dr. Zia ur Rehman,I.A.Khan,Sajid.Shah Linear Discriminative Learning for Image Classification, 20 October 2019, 2019
9. Dr. Zia ur Rehman,Muhammad Raza,Farookh Khadeer Hussain,Omar Khadeer Hussain,Ming Zhao A comparative analysis of machine learning models for quality pillar assessment of SaaS services by multi-class text classification of users’ reviews, Future Generation Computing Systems, 2019
10. Ahmad Khan,Javid Ullah,Akbar Ali,Niamat Ullah,Dr. Zia ur Rehman,Ahmad Din,Muhammad Arfan Jaffar Color image segmentation using genetic algorithm with aggregation-based clustering validity index (CVI), Signal, Image and Video Processing, 2019
11. Attiqa Rehman,S.S.Hussain,Dr. Zia ur Rehman Multi‐objective approach of energy efficient workflow scheduling in cloud environments, Concurrency and Computation Practice and Experience , 2018
12. W.Jadoon,Dr. Zia ur Rehman,I.A.Khan,B.Nazir,F.G Khan Robust Face Recognition under Limited Training Sample Scenario using Linear Representation, KSII Transactions on Internet and Information Systems, 2018
13. Dr. Zia ur Rehman,Ahmad Khan,I.A.Khan,W.Jadoon Ligature categorization based Nastaliq Urdu recognition using deep neural networks, Computational and Mathematical Organization Theory, 2018
14. Dr. Zia ur Rehman User-side cloud service management: State-of-the-art and future directions, Journal of Network and Computer Applications, 2015
15. Dr. Zia ur Rehman Decision-making framework for user-based inter-cloud service migration, Electronic Commerce Research and Applications, 2015
16. Dr. Zia ur Rehman User-side QoS Forecasting and Management of Cloud Services, Internet and Web Information Systems, Springer-Verlag. , 2015
17. Dr. Zia ur Rehman Parallel Cloud Service Selection and Ranking Based on QoS History, International Journal of Parallel Programming, 2014
18. Dr. Zia ur Rehman A User-Based EarlyWarning Service Management Framework in Cloud Computing, The British Computer Society, 2014
19. Dr. Zia ur Rehman Frequency-based similarity measure for multimedia recommender systems, Multimedia Systems, 2012
 
 
Profile/Bio
PROFESSIONAL AND RESEARCH EXPERIENCE
  • Feb. 2014 to Oct. 2014: Research Assistant, School of Business, UNSW, Canberra, Australia
  • May-Dec. 2013: Research Assistant, School of Information Systems, Curtin University, Perth, Australia
  • Aug. 2010 to Nov. 2014: International Postgraduate Research Scholar at Curtin University, Perth Australia
  • Feb. 2004 to Aug. 2010: Lecturer, Department of Computer Science and IT, University of Balochistan Quetta, Pakistan
 
 
Research Interests
  • Computational Intelligence, Image Processing
 
Awards
  • International Postgraduate Research Scholarship for PhD awarded in 2010