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Dr Waqas Jadoon

Dr Waqas Jadoon

Professor

Area of Interest: Machine Learning ,Image Processing

Email: [email protected]

HEC Approved PhD Supervisor

Academics / Degrees

  • Ph.D.  (Computer Science), 2014, Sichuan University,
    Chengdu 610065 P.R. China.
  • Master of Engineering in
    Computer Application Technology, 2009, School of Computer and
    Communication, HUNAN University, Changsha, Hunan P.R. China.
  • Master of Computer Science, 2006, Department of Computer Science,
    COMSATS Institute of Information Technology Abbottabad Pakistan.

Profile / Bio

  • April 11,2022 to Continued: Tenured Associate Professor, Department of Computer Science, COMSATS, Institute of Information Technology, Abbottabad
  • 2014 to April 10,2022,Assistant Professor, Department of Computer Science, COMSATS, Institute of Information Technology, Abbottabad
  • Sep. 2011 to Jun. 2014: Research Scholar Machine Intelligence Lab, Sichuan University, Chengdu, P.R.China
  • Mar. 2010 to Aug. 2011: Lecturer, Department of Computer Science, COMSATS, Institute of Information Technology, Abbottabad
  • Aug. 2007 to July 2009: Research Associate, Lab for Distributed and Grid
    Computing, Hunan University China
  • Sep.2005 to July 2006: Research Associate, COMSATS, Abbottabad
  • Jan. 2005: IT Teacher, School and Literacy Department, Govt. of KPK, Peshawar, Pakistan

Research Interests

  • Deep learning 
  • Computational Offloading in MEC.
  • Medical image processing

Awards

  • Chinese Government Scholarship award for
    Ph.D. studies at Sichuan University from Chinese Ministry of Education in 2011.
  • Cultural Exchange Scholarship from
    Ministry of Education Govt. of Pakistan for Masters studies at Hunan University
    China in 2006.

Students Supervised

Robust Face Recognition under limited
training sample scenario using linear representation (2015)

Object Recognition Using Semi supervised
Collaborative Representation Method (2016)

Linear Collaborative Discriminate Learning
for Image Classification (2016)

Subspace Clustering Using Collaborative
Representation Approach (2017)

SLA Management in Clouds (2017)

Palm Print Recognition using Subspace
Learning (2018)

Deep convolutional Neural Network for Single
Sample Face Recognition (2018)

Image Steganography (2019)

Recognition of Human Body Parts
Using Sign Language Hand gesture Recognition for Pakistan Sign Language using
Deep Learning (2021)

Skin Cancer Classification Using Meta
Learning Approach Via multiple convolutional neural networks models(2022)

Ensembles of  Multiple Models of CNN for Breast Cancer
Classification with Boosting in Deep Learning (2022)

Journal Publications

1. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Deep Learning‑Based Interpretable Framework for Simultaneous Segmentation of Retinal Multi‑lesions and Multi‑categorical Disease Classification, International Journal of Computational Intelligence Systems, Springer Nature, 2025
2. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Synthetic Image Generation Using Conditional GAN-Provided Single-Sample Face Image, Appl. Sci. 2024, 2024
3. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a> Short-term wind power forecasting through stacked and bi directional LSTM techniques, PeerJ Computer Science, 2024
4. Ibrar Hussain,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=504" title="Dr. Abdul Nasir Khan">N Khan</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=1785" title="Dr. Rab Nawaz Jadoon">RN Jadoon</a>,Muhammad Shafi Touch or click friendly: Towards adaptive user interfaces for complex applications, PLOS ONE, 2024
5. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a> Computing Offloading Strategy in Mobile Edge Computing Environment: A Comparison between Adopted Frameworks, Challenges, and Future Directions, Electronics , 2023
6. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=4828" title="Nosheen Gul">Nosheen Gul</a> Secure Reversible Data Hiding in Images Based on Linear Prediction and Bit-Plane Slicing, Mathematics, 2022
7. Shuchen Zhou ,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Jointly Optimizing Offloading Decision and Bandwidth Allocation with Energy Constraint in Mobile Edge Computing Environment, Computing Springer, 2021
8. <a href="MemberDetails.aspx?memberID=599" title="Dr. Muhammad Amir Khan ">Muhammad Amir Khan</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=463" title="Ahmad Din">Ahmad Din</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=428" title="Rab Nawaz Jadoon">R.Jadoon</a>,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=504" title="Dr. Abdul Nasir Khan">N Khan</a>,Usman Ali Khan Towards a Complete Set of Gym Exercises Detection Using Smartphone Sensors, Scientific Programming, 2020
9. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> The partial computation offloading strategy based on game theory for multi-user in mobile edge computing environment, Computer Networks, 2020
10. <a href="MemberDetails.aspx?memberID=691" title="Dr. Syed Sajid Hussain">S.S.Hussain</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=24" title="Dr. Babar Nazir">B.Nazir</a>,<a href="MemberDetails.aspx?memberID=532" title="Dr. Attiqa Rehman">Attiqa Rehman</a> Redesign and validation of a computer programming course using Inductive Teaching Method, PLOS-One, 2020
11. <a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=691" title="Dr. Syed Sajid Hussain">S.S.Hussain</a>,<a href="MemberDetails.aspx?memberID=24" title="Dr. Babar Nazir">B.Nazir</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=25" title="Dr. Imran Ali Khan">I.Khan</a> Design and evaluation of a dynamic job search website for non-literate users of Pakistan, New Review of Hypermedia and Multimedia, 2019
12. <a href="MemberDetails.aspx?memberID=428" title="Rab Nawaz Jadoon">R.Jadoon</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a>,<a href="MemberDetails.aspx?memberID=565" title="Dr. Zia ur Rehman">Zia ur Rehman</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=610" title="Dr. Sajid Shah">Sajid.Shah</a> Linear Discriminative Learning for Image Classification, 20 October 2019, 2019
13. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=610" title="Dr. Sajid Shah">Sajid.Shah</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a> A Deep Learning Ensemble Approach for Diabetic Retinopathy Detection, IEEE Access, 2019
14. <a href="MemberDetails.aspx?memberID=596" title="Dr.Adnan Anwar Awan ">Adnan Anwar</a>,<a href="MemberDetails.aspx?memberID=599" title="Dr. Muhammad Amir Khan ">Muhammad Amir Khan</a>,<a href="MemberDetails.aspx?memberID=751" title="Dr. Ayaz Ali Shah">Dr. Ayaz Ali</a>,<a href="MemberDetails.aspx?memberID=720" title="Dr. Aamir Shahzad">Dr. Aamir Shahzad</a>,<a href="MemberDetails.aspx?memberID=24" title="Dr. Babar Nazir">B.Nazir</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,Aqdas Naveed Malik,<a href="MemberDetails.aspx?memberID=465" title="Naveed Shahzad">Naveed Shahzad</a>,<a href="MemberDetails.aspx?memberID=428" title="Rab Nawaz Jadoon">R.Jadoon</a> Quality of Service-Based Node Relocation Technique for Mobile Sensor Networks, Wireless Communications and Mobile Computing, 2019
15. <a href="MemberDetails.aspx?memberID=599" title="Dr. Muhammad Amir Khan ">Muhammad Amir Khan</a>,<a href="MemberDetails.aspx?memberID=428" title="Rab Nawaz Jadoon">R.Jadoon</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,WuYang Zhou EEHRT: Energy Efficient Technique for Handling Redundant Traffic in Zone-Based Routing for Wireless Sensor Networks, Wireless Communications and Mobile Computing, 2019
16. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=565" title="Dr. Zia ur Rehman">Zia ur Rehman</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=24" title="Dr. Babar Nazir">B.Nazir</a>,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Robust Face Recognition under Limited Training Sample Scenario using Linear Representation, KSII Transactions on Internet and Information Systems, 2018
17. <a href="MemberDetails.aspx?memberID=428" title="Rab Nawaz Jadoon">R.Jadoon</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a> RARZ: Ring-Zone Based Routing Protocol for Wireless Sensor Networks, APPLIED SCIENCES-BASEL , 2018
18. <a href="MemberDetails.aspx?memberID=428" title="Rab Nawaz Jadoon">R.Jadoon</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> A Reliable Scheme for Synchronizing Multimedia Data Streams under Multicasting Environment, APPLIED SCIENCES-BASEL , 2018
19. <a href="MemberDetails.aspx?memberID=565" title="Dr. Zia ur Rehman">Zia ur Rehman</a>,<a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Ligature categorization based Nastaliq Urdu recognition using deep neural networks, Computational and Mathematical Organization Theory, 2018
20. <a href="MemberDetails.aspx?memberID=504" title="Dr. Abdul Nasir Khan">N Khan</a>,<a href="MemberDetails.aspx?memberID=646" title="Dr. Mazhar Ali">Dr. Mazhar Ali</a>,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> A comparative study and workload distribution model for re‐encryption schemes in a mobile cloud computing environment , Journal of Communication Systems, Wiley, 2017, 2017
21. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=504" title="Dr. Abdul Nasir Khan">N Khan</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a>,<a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a> An optimized magnetostatic field solver on GPU using open computing language, Concurrency and Computation practice and experience, 2017
22. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Energy Efficiency techniques in cloud computing, International Journal of Computer Science and Information Security (IJCSIS),, 2016
23. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Intrinsic Structure based Feature Transform for image classification, Journal of Visual Communication and Image Representation, 2016
24. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Extended collaborative neighbor representation for robust single-sample face recognition, Neural Computing and Applications, 2015
25. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Graph Based Features Extraction via Datum Adaptive Weighted Collaborative Representation for Face Recognition, International Journal of Pattern Recognition and Artificial Intelligence, 4 April, 2014
26. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Collaborative Neighbor Representation based Classification using l2-minimization Approach, Pattern Recognition Letters,15 January, 2013

Conference Publications

1. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Design and Analysis of an Improved Deep Ensemble Learning Model for Melanoma Skin Cancer Classification, , 2023
2. <a href="MemberDetails.aspx?memberID=506" title="Dr. Waqas Jadoon">W.Jadoon</a> Locality Features Encoding in Regularized Linear Representation Learning for Face Recognition, , 2013