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Dr Fiaz Gul Khan

Dr Fiaz Gul Khan

Professor

Area of Interest: Machine learning, Data Mining, Data sciences, GPGPU, Parallel and Distributed Computing

Email: [email protected]

HEC Approved PhD Supervisor

Academics / Degrees

  • PhD, Politecnico di Torino, Italy, 2013
  • MS, COMSATS Institute of Information Technology, Abbottabad, Pakistan, 2008
  • BIT, COMSATS Institute of Information Technology, Abbottabad, Pakistan, 2006

Profile / Bio

PROFESSIONAL AND RESEARCH EXPERIENCE

  • Tenured Associate Professor Department of Computer Science, COMSATS University Islamabad,
    Abbottabad Campus, since April 11,2022-till date
  • Assistant Professor, Department of Computer Science, COMSATS Institute of Information Technology, Abbottabad, Pakistan.

Research Interests

  • Machine learning
  • Data Mining
  • Data sciences
  • GPGPU
  • Parallel and Distributed Computing

Journal Publications

1. <a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a>,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> A contrastive adversarial encoder for multi-omics data integration, PLOS ONE, 2025
2. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a> Integrating GANs, Contrastive Learning, and Transformers for Robust Medical Image Analysis, IEEE Journal of Biomedical and Health Informatics, 2025
3. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=565" title="Dr. Zia ur Rehman">Zia ur Rehman</a> Enhanced Diabetic Retinopathy Detection: An Explainable Semi-Supervised Approach Using Contrastive Learning, IEEE Journal of Biomedical and Health Informatics , 2025
4. Ahmad Khan,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> A Deep Contrastive Multi-Modal Encoder for Multi-Omics Data Integration and Analysis, Information Sciences, 2025
5. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Survey: application and analysis of generative adversarial networks in medical images, Artificial Intelligence Review, 2024
6. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> HLSNC-GAN: Medical Image Synthesis using Hinge Loss and Switchable Normalization in CycleGAN, IEEE Access, 2024
7. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Service Level Agreement in cloud computing: Taxonomy, prospects, and challenges, Internet of Things, 2024
8. EHTISHAM KHAN JADOON,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,SAJID SHAH,<a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a>,MUHAMMED ELAFFENDI Deep Learning-Based Multi-Modal Ensemble Classification Approach for Human Breast Cancer Prognosis, IEEE Access, 2023
9. Haleema Attique,<a href="MemberDetails.aspx?memberID=610" title="Dr. Sajid Shah">Sajid.Shah</a>,<a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a>,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,Saima Jabeen, Mohammed ELAffendi Multiclass Cancer Prediction Based on Copy Number Variation Using Deep Learning, Computational Intelligence and Neuroscience, 2022
10. <a href="MemberDetails.aspx?memberID=610" title="Dr. Sajid Shah">Sajid.Shah</a>,Saima Jabeen,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,ALTAF UR RAHMAN,MOHAMMED ELAFFENDI,<a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a> DNA methylation prediction using reduced features obtained via Gappy Pair Kernel and Partial Least Square, IEEE Access, 2022
11. <a href="MemberDetails.aspx?memberID=504" title="Dr. Abdul Nasir Khan">N Khan</a>,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> A lightweight and compromise‐resilient authentication scheme for IoTs, Transactions on Emerging Telecommunications Technologies, 2022
12. Umair Yousaf ,<a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a>,Hazrat Ali ,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=565" title="Dr. Zia ur Rehman">Zia ur Rehman</a>,Farman Ali ,Sangheon Pack,Safdar Ali A Deep Learning Based Approach for Localization and Recognition of Pakistani Vehicle License Plates, Sensors, 2021
13. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> A deep learning based review on abdominal images, Multimedia Tools and Applications, 2021
14. <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=508" title="Dr. Ahmad Khan">Ahmad Khan</a>,<a href="MemberDetails.aspx?memberID=565" title="Dr. Zia ur Rehman">Zia ur Rehman</a> Diabetic Retinopathy Detection Using VGG-NIN a Deep Learning Architecture, IEEE Access, 2021
15. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Ensemble Framework of Deep CNNs for Diabetic Retinopathy Detection, Computational Intelligence and Neuroscience, 2020
16. <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
17. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a>,<a href="MemberDetails.aspx?memberID=610" title="Dr. Sajid Shah">Sajid.Shah</a> Deep Learning Techniques for Diabetic Retinopathy Detection, Current medical imaging, 2020
18. <a href="MemberDetails.aspx?memberID=451" title="Dr. Iftikhar Khan">I.A.Khan</a>,<a href="MemberDetails.aspx?memberID=508" title="Dr. Ahmad Khan">Ahmad Khan</a>,<a href="MemberDetails.aspx?memberID=24" title="Dr. Babar Nazir">B.Nazir</a>,<a href="MemberDetails.aspx?memberID=691" title="Dr. Syed Sajid Hussain">S.S.Hussain</a>,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=25" title="Dr. Imran Ali Khan">I.Khan</a> Urdu Translation: the Validation and Reliability of the 120-Item Big Five IPIP Personality Scale, Current Psychology, 2019
19. <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
20. Anum Khurshid,<a href="MemberDetails.aspx?memberID=504" title="Dr. Abdul Nasir Khan">N Khan</a>,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=646" title="Dr. Mazhar Ali">Dr. Mazhar Ali</a>,<a href="MemberDetails.aspx?memberID=39" title="Dr. Junaid Shuja">J.Shujah</a>,Atta Ur Rehman Khan Secure‐CamFlow: A device‐oriented security model to assist information flow control systems in cloud environments for IoTs, Concurrency and Computation Practice and Experience, 2019
21. <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
22. <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> Aggregated provenance and its implications in clouds, Future Generation Computer Systems, April 2018, 2018
23. <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
24. <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> Introducing ToPe-FFT; an OpenCL based FFT Library targeting GPUs, Concurrency and Computation: Practice and Experience by wiley, 2017
25. <a href="MemberDetails.aspx?memberID=610" title="Dr. Sajid Shah">Sajid.Shah</a>,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=382" title="Dr. Fazli Wahid">F. Wahid</a> Identification of microRNA precursors using reduced and hybrid features, Molecular BioSystems, 15 June, 2017, 2017
26. <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
27. <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> Analyzing Virtualization based Energy Efficiency Techniques in Cloud Data Centers, International Journal of Computer Science and Information Security (IJCSIS), 2016
28. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,<a href="MemberDetails.aspx?memberID=24" title="Dr. Babar Nazir">B.Nazir</a> Energy Efficient Routing Protocols in Wireless Sensor Networks: A survey, International Journal of Computer Science and Information Security (IJCSIS), 2016
29. <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 Comparison of Proxy Re-Encryption Schemes – A Survey, International Journal of Computer Science and Information Security (IJCSIS), 2016
30. <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
31. <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> Service Level Agreement in Cloud Computing: A Survey, International Journal of Computer Science and Information Security (IJCSIS), 2016
32. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Computation of Demagnetization Tensors by utilizing Fourier Properties, IEEE Transaction on Magnetics, 2014
33. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> A Review of parallel and distributed architectures for micromagnetic codes, COMPEL, 2013, 2013
34. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> A Mutual Demagnetizing Tensor for N-Body Magnetic Field Modeling, IEEE Transaction on Magnetics, 2013
35. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> FAST PARALLEL SORTING ALGORITHMS ON GPUS, International Journal of Distributed and Parallel systems (IJDPS), 2012
36. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> A hybrid Fault Tolerance Technique in Grid Computing System, The Journal of Supercomputing, 2011
37. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Performance Evaluation of Fault Tolerance Techniques in Grid Computing System, Computers & Electrical Engineering, 2010

Conference Publications

1. <a href="MemberDetails.aspx?memberID=527" title="Dr. Osman Khalid">O.Khalid</a>,<a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> A Comparative Analysis of Federated and Centralized Machine Learning for Intrusion Detection in IoT, , 2023
2. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Exploration of Epidemic Outbreaks Using Machine and Deep Learning Techniques, , 2023
3. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Optimization of a Multi-Dimensional FFT Library for Accelerating Magnetostatic Field Computations, , 2014
4. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Parallel Butterfly Sorting Algorithm on GPU, , 2013
5. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Analysis of Fast Parallel Sorting Algorithms for GPU Architectures, , 2011
6. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Implementation of a Micromagnetic Code on a Shared Memory and Distributed Architecture, , 2011
7. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> Gossip-Based Supervision for Wireless Autonomic Networks and Services, , 2010
8. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a> A Study of Odd-Even and Rank Parallel Sorting Algorithms for GPU, , 2010
9. <a href="MemberDetails.aspx?memberID=212" title="Dr Fiaz Gul Khan">F.G Khan</a>,A. Saeed,<a href="MemberDetails.aspx?memberID=24" title="Dr. Babar Nazir">B.Nazir</a>,<a href="MemberDetails.aspx?memberID=526" title="Dr. Kashif Bilal">K.Bilal</a>,N. Ayub Improved IP Network for Emergency Service, , 2007

Books and Book Chapters

1. <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> Integration of Big Data and Deep Learning, , 2019
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