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Faculty Profile

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Dr Waqas Jadoon

Associate Professor(Tenured)
Area of Interest: Machine Learning ,Image Processing 
Email: waqas_jadoon@cuiatd.edu.pk
Phone: (92)992-383591-5
 
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.
 
Journal Publications
1. W.Jadoon Synthetic Image Generation Using Conditional GAN-Provided Single-Sample Face Image, Appl. Sci. 2024, 2024
2. W.Jadoon,I.A.Khan Short-term wind power forecasting through stacked and bi directional LSTM techniques, PeerJ Computer Science, 2024
3. Ibrar Hussain,I.A.Khan,W.Jadoon,RN Jadoon,AN Khan,Muhammad Shafi Touch or click friendly: Towards adaptive user interfaces for complex applications, PLOS ONE, 2024
4. W.Jadoon,I.A.Khan Computing Offloading Strategy in Mobile Edge Computing Environment: A Comparison between Adopted Frameworks, Challenges, and Future Directions, Electronics , 2023
5. W.Jadoon,I.A.Khan,Nosheen Gul Secure Reversible Data Hiding in Images Based on Linear Prediction and Bit-Plane Slicing, Mathematics, 2022
6. Shuchen Zhou ,W.Jadoon Jointly Optimizing Offloading Decision and Bandwidth Allocation with Energy Constraint in Mobile Edge Computing Environment, Computing Springer, 2021
7. Muhammad Amir Khan,I.A.Khan,Ahmad Din,W.Jadoon,R.Jadoon,F.G Khan,AN Khan,Usman Ali Khan Towards a Complete Set of Gym Exercises Detection Using Smartphone Sensors, Scientific Programming, 2020
8. W.Jadoon The partial computation offloading strategy based on game theory for multi-user in mobile edge computing environment, Computer Networks, 2020
9. S.S.Hussain,I.A.Khan,W.Jadoon,B.Nazir,Attiqa Rehman Redesign and validation of a computer programming course using Inductive Teaching Method, PLOS-One, 2020
10. I.A.Khan,S.S.Hussain,B.Nazir,W.Jadoon,I.Khan Design and evaluation of a dynamic job search website for non-literate users of Pakistan, New Review of Hypermedia and Multimedia, 2019
11. 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
12. F.G Khan,Sajid.Shah,I.A.Khan,W.Jadoon,Ahmad Khan A Deep Learning Ensemble Approach for Diabetic Retinopathy Detection, IEEE Access, 2019
13. Adnan Anwar,Muhammad Amir Khan,Dr. Ayaz Ali,Dr. Aamir Shahzad,B.Nazir,I.A.Khan,W.Jadoon,Aqdas Naveed Malik,Naveed Shahzad,R.Jadoon Quality of Service-Based Node Relocation Technique for Mobile Sensor Networks, Wireless Communications and Mobile Computing, 2019
14. Muhammad Amir Khan,R.Jadoon,I.A.Khan,W.Jadoon,WuYang Zhou EEHRT: Energy Efficient Technique for Handling Redundant Traffic in Zone-Based Routing for Wireless Sensor Networks, Wireless Communications and Mobile Computing, 2019
15. 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
16. R.Jadoon,W.Jadoon,I.A.Khan RARZ: Ring-Zone Based Routing Protocol for Wireless Sensor Networks, APPLIED SCIENCES-BASEL , 2018
17. R.Jadoon,I.A.Khan,W.Jadoon A Reliable Scheme for Synchronizing Multimedia Data Streams under Multicasting Environment, APPLIED SCIENCES-BASEL , 2018
18. 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
19. AN Khan,Dr. Mazhar Ali,F.G Khan,I.A.Khan,W.Jadoon A comparative study and workload distribution model for re‐encryption schemes in a mobile cloud computing environment , Journal of Communication Systems, Wiley, 2017, 2017
20. F.G Khan,AN Khan,W.Jadoon,I.A.Khan An optimized magnetostatic field solver on GPU using open computing language, Concurrency and Computation practice and experience, 2017
21. F.G Khan,W.Jadoon Energy Efficiency techniques in cloud computing, International Journal of Computer Science and Information Security (IJCSIS),, 2016
22. W.Jadoon Intrinsic Structure based Feature Transform for image classification, Journal of Visual Communication and Image Representation, 2016
23. W.Jadoon Extended collaborative neighbor representation for robust single-sample face recognition, Neural Computing and Applications, 2015
24. W.Jadoon Graph Based Features Extraction via Datum Adaptive Weighted Collaborative Representation for Face Recognition, International Journal of Pattern Recognition and Artificial Intelligence, 4 April, 2014
25. W.Jadoon Collaborative Neighbor Representation based Classification using l2-minimization Approach, Pattern Recognition Letters,15 January, 2013
 
 
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
 
Associations

 
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)