Research At COMSATS

Computer Vision and Machine Learning (CVML)

Zia ur Rehman

	Designation:	Associate Professor
	Email:	ziarehman@cuiatd.edu.pk
	Phone No. :	N/A
	Role:	Faculty
	Research Interests:	N/A

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)

Profile/Bio

PROFESSIONAL AND RESEARCH EXPERIENCE

Feb. 2014 to Oct. 2014: Research Assistant, School of Business, UNSW, Canberra, Australia
Aug. 2010 to Nov. 2014: International Postgraduate Research Scholar at Curtin University, Perth Australia

Publications/Papers

2022

Journal

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 ,Volume 31 ,Issue 6 ,Page 061812 , 2022

2021

Journal

F.G Khan,Sajid.Shah,Ahmad Khan,Dr. Zia ur Rehman "Diabetic Retinopathy Detection Using VGG-NIN a Deep Learning Architecture" , IEEE Access ,Volume 9 ,Page 61408-61416 , 2021

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 ,Volume 21 ,Issue 22 ,Page 1-12 , 2021

2020

Journal

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 ,Volume 80 ,Page 21771-21787 , 2020

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 ,Volume 34 ,Page 8345-8354 , 2020

2019

Journal

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 ,Volume 13 ,Issue 5 ,Page 833-841 , 2019

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 ,Volume 101 ,Page 341-371 , 2019

R.Jadoon,W.Jadoon,Ahmad Khan,Dr. Zia ur Rehman,I.A.Khan,Sajid.Shah "Linear Discriminative Learning for Image Classification" , 20 October 2019 ,Page 1-12 , 2019

Sajid.Shah,Dr. Zia ur Rehman,Ahmad Khan "Energy Optimization in a Smart Community Grid System Using Genetic Algorithm" , 2019 , 2019

2018

Journal

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 ,Page 1-12 , 2018

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 ,Volume 12 ,Issue 7 , 2018

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 ,Volume 31 ,Issue 8 ,Page 1-20 , 2018

2015

Journal

Dr. Zia ur Rehman "User-side QoS Forecasting and Management of Cloud Services" , Internet and Web Information Systems, Springer-Verlag. , 2015

Dr. Zia ur Rehman "User-side cloud service management: State-of-the-art and future directions" , Journal of Network and Computer Applications ,Volume 55 ,Page 108-122 , 2015

Dr. Zia ur Rehman "Decision-making framework for user-based inter-cloud service migration" , Electronic Commerce Research and Applications , 2015

2014

Journal

Dr. Zia ur Rehman "A User-Based EarlyWarning Service Management Framework in Cloud Computing" , The British Computer Society , 2014

Dr. Zia ur Rehman "Parallel Cloud Service Selection and Ranking Based on QoS History" , International Journal of Parallel Programming ,Volume 42 ,Issue 5 ,Page 820-852 , 2014

Conference

Dr. Zia ur Rehman "Time Series QoS Forecasting for Management of Cloud Services" , Ninth International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), 2014 , 2014

2013

Conference

Dr. Zia ur Rehman "Is There Self-Similarity in Cloud QoS Data?" , 10th International Conference on e-Business Engineering (ICEBE), 2013 IEEE , 2013

Dr. Zia ur Rehman "Multi-Criteria IaaS Service Selection based on QoS History" , IEEE 27th International Conference on Advanced Information Networking and Applications (AINA) , 2013

2012

Journal

Dr. Zia ur Rehman "Frequency-based similarity measure for multimedia recommender systems" , Multimedia Systems ,Volume 19 ,Issue 2 ,Page 95-102 , 2012

Conference

Dr. Zia ur Rehman "A Framework for User Feedback Based Cloud Service Monitoring" , International Conference on Complex, Intelligent and Software Intensive Systems (CISIS) , 2012

Dr. Zia ur Rehman "Iaas Cloud Selection using MCDM Methods" , Ninth IEEE International Conference on e-Business Engineering , 2012

2011

Conference

Dr. Zia ur Rehman "Towards Multi-Criteria Cloud Service Selection" , Fifth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 2011 , 2011

Awards/ Appreciations

International Postgraduate Research Scholarship for PhD awarded in 2010