Shehzad Khalid

Professor^Machine Learning%

Shehzad Khalid Profile Picture

Designation(s): Senior Professor (CE)
Department(s): Computer Engineering, AI Enabling Technologies Research Center
Research Interests: Digital Image Processing, Machine Learning, Bio-Medical Imaging, Signal Processing
Email: shehzad@bahria.edu.pk
Contact: +92 (051) 111 111 028

Shehzad Khalid completed his Ph.D. degree in Computer Vision and Machine Learning from the University of Manchester, UK in 2009. He is a Professor of Computer Engineering and heading Multimedia Data Analytics Research Center at Bahria University. He has almost 2 decades of teaching and research experience. He has published 85+ Impact Factor Journal Publications along with many other HEC Recognized and International Conference publications. He has worked on various projects as PI/Co-PI amounting to Rs. 60 Million+. He got many distinctions during his research and academic career. He has been awarded Best University Teacher Award by HEC in 2014 and has been awarded the Best Researcher Award by Bahria University for 5 consecutive years. He has also been the reviewer of number of Impact Factor Journals. His research interests include Computer Vision, Machine Learning, Medical Multimedia Analytics, Natural Language Processing, Signal Processing, etc.

Projects and Grants

  • Provision of Business Enterprise Incubation Services in Islamabad: FATA Transition and Recovery Program – Project Director (Funded by UNDP, Islamabad: Rs. 42.9 million)
  • Content-based Indexing and Retrieval of Videos (ICT R&D Funded: Rs. 10.3 million)
  • Network-enabled retinal image analysis and screening system for grading and diagnosis of diabetic retinopathy (ICT R&D Funded: Rs. 15.3 million) 2012-2014
  • Automated Forest Fire Detection and Planning for Spread-Control/Mitigation (NESCOM Funded: Rs. 0.3 million)
  • National Database and Registration Authority (NADRA) (2005-2007)
    Worked as senior software engineer.
  • HORNET, University of Manchester (2004-2006)
    Worked as HORNET rep with the network administrator in University Hall of Residence.
  • University of Manchester, UK. (2003-2005)
    Worked as Demonstrator giving occasional lectures and managing assignments/test for Java and Computer Graphic undergraduate courses, from September 2003 to May 2005.
  • AQuad Consultings: (2000-2002)
    Worked in aQuad consultings, worked on JAVA, JSPs, EJBs and web development from August 15th, 2000 to June 20th, 2002.
  • SIEMENS Internee, Summer 99
    Worked on the exchange (EWSD) which serves as a router to establish communication between the subscriber attached to the exchange and also to other exchanges and gateways.

Student Supervision

  • Usman Akram, Retinal Image Analysis and Hybrid Classification for Screening of Diabetic Retinopathy, (Co-Supervision).
  • Uzma Jamil, Melanoma vs. nevus lesion classification using dermoscopic images.
  • Waqas Ahmed, ECG signal analysis for human identification and disease detection.
  • Anwar Shaukat, Segmentation and Tracking of Lung Nodules in CT scan Data. 
  • Muhammad Taimoor Khan, Automatic Aspect Extraction using Big Data. 
  • Mehr Yahya Durrani, Human Identification and Forgery Detection using Online Signature Information. 
  • Adeel M. Syed, Analysis of OCT and Fundus Images for detection of Macular Edema.
  • Sohail Safdar, Effective representation and intelligent execution of workflows, 2009
  • Muazzam Gill, Achieving data cleaning through conditional functional dependencies and numerical functional dependencies, 2010.
  • Suleman Amjad, Fingerprint image enhancement for purpose of minutiae detection, 2011.
  • Aafia Kamal, Brand logo recognition based on augmented SURF algorithm, 2011.
  • Zia ur Rehman Hashmi, STANCH: A refinement of SCRUM for requirement engineering, 2011.
  • Junaid Tariq, Affine invariant approach for 2D shape matching, 2011.
  • Sadaf Mukhtar, Piecewise approach for efficient shape matching robust to occlusion, 2012.
  • Sannia Arshad, A genetic algorithm based weight learning method for improving classification accuracies, 2012.
  • Faisal Imran, Content-based image classification using weighted image descriptors, 2012.
  • Uzma Naqvi, Framework for writer-identification through hand-written documents, 2013.
  • Mubasshar Ali, A rule based stemming method for Urdu language, 2014.
  • Mazhar Iqbal Rana, Framework for classifying news based on their headlines using probabilistic learning approach, 2014.
  • Kashif Ahmed, Classification of Urdu News Based on Their Headlines, 2015.
  • Muhammad Nazakat, Offline Handwritten Signature Verification, 2015.
  • Jawad-ur-Rehman Chughtai, Online Signature Verification, 2015.
  • Ayesha Rafiq, Offline OCR for Urdu Script, 2015.
  • Kashif Saleem, Skin lesion segmentation on dermoscopic images, 2015.

Publications

Journal Publications
[j41]
Muhammad Farhan, Sohail Jabbar, Muhammad Aslam, Mohammad Hammoudeh, Mudassar Ahmad, Shehzad Khalid, Murad Khan, Kijun Han, IoT-based Students Interaction Framework using Attention-Scoring Assessment in eLearning, Future Generation Computer Systems, vol. 7, no. 3, February 2018. [IF- 3.997]
[j40]
Sohail Jabbar, Mudassar Ahmad, Kaleem Razzaq Malik, Shehzad Khalid, Junaid Chaudhry, Omar Aldabbas, Designing an Energy-Aware Mechanism for Lifetime Improvementof Wireless Sensor Networks: a Comprehensive Study, Mobile Networks and Applications, https://doi.org/10.1007/s11036-018-1021-3, 2018. [IF- 3.259]
[j39]
Rehan Ashraf, Mudassar Ahmed, Shehzad Khalid, Rehan, Sohail Jabbar, Gwanggil Jeon, Content Based Image Retrieval by Using Color Descriptor and Discrete Wavelet Transform, Journal of Medical Systems, 42:44, March 2018 [IF-2.456]
[j38]
Shehzad Khalid, Uzma Jamil, M. Usman Akram, Sohail Jabbar, “Melanocytic and Nevus Lesion Detection from Diseased Dermoscopic Images using Fuzzy and Wavelet Techniques”, Soft Computing, vol. 22, issue 5, pp. 1577-1593, March 2018. [IF- 2.472]
[j37]
Muhammad Farhan, Muhammad Aslam, Sohail Jabbar, Shehzad Khalid, Multimedia based qualitative assessment methodology in eLearing: student teacher engagement analysis, Multimedia Tools and Applications, 77(4), 4909-4923, DOI: 10.1007/s11042-016-4212-6, Feb 2018. [IF – 1.530]
[j36]
Sohail Jabbar, Muahmmad Asif Habib, Abid Ali Minhas, Mudassar Ahmad, Rerhan Ashraf, Shehzad Khalid, Kijun Han, Analysis of Factors Affecting Energy Aware Routing in Wireless Sensor Network, Wireless Communications and Mobile Computing, Wiley and Hindawi, https://doi.org/10.1155/2018/9087269, Feb, 2018. [IF – 1.899]
[j35]
Awais Ahmad, Muhammad Babar, Sadia Din, Shehzad Khalid, Muhammad Mazhar Ullah, Anand Paul, Alavalapati Goutham Reddy, Nasro Min-Allah, Socio-cyber network: The potential of cyber-physical system to define human behaviors using big data analytics, Future Generation Computer Systems, 2018. [IF- 3.997]
[j34]
Syeda Mariam Muzammal, Munam Ali Shah, Hasan Ali Khattak, Sohail Jabbar, Ghufran Ahmed, Shehzad Khalid, Shahid Hussain, Kijun Han, Counter Measuring Conceivable Security Threats on Smart Healthcare Devices, IEEE Access, 2018. [IF- 3.244]
[j33]
Sohail Jabbar, Kaleem R. Malik, Mudassar Ahmad, Omer Aldabbas, Muhammad Asif, Shehzad Khalid, Ki J. Han, Syed H. Ahmed, A Methodology of Real-Time Data Fusion for Localized Big Data Analytics, IEEE Access, 2018. [IF- 3.244]
[j32]
Muhamad Munawwar Iqbal, Muhammad Tahir Mehmood, Sohail Jabbar, Shehzad Khalid, Awais Ahmad, Gwanggil Jeon, An enhanced framework for multimedia data: Green transmission and portrayal for smart traffic system, Computers & Electrical Engineering, Volume 67, April 2018, pp. 291–308. [IF- 1.570]
[j31]
Kaleem Razzaq Malik, Muhammad Asif Habib, Shehzad Khalid, Mudassar Ahmad, Mai Alfawair, Awais Ahmad, Gwanggil Jeon, A generic methodolog0y for geo?related data semantic annotation, https://doi.org/10.1002/cpe.4495, Concurrency and Computation: Practice and Experience, 2018. [IF- 1.133]
[j30]
Ibrahim Ghafir, Vaclav Prenosil, Mohammad Hammoudeh, Thar Baker, Sohail Jabbar, Shehzad Khalid, Sardar Jaf, BotDet: A System for Real Time Botnet Command and Control Traffic Detection, IEEE Access, 2018. [IF- 3.244]
[j29]
Mubashir Ali, Shehzad Khalid, Ghayur Naqvi, Muhammad Saleemi, Comprehensive Stemmer for Morphologically Rich Urdu Language, The International Arab Journal of Information Technology, 2018. [IF- 0.724]
[j28]
Sheraz Naseer, Yasir Saleem, Shehzad Khalid, M. Khawar Bashir, Jihun han, Muhammad Munwar Iqbal, Enhanced Network Anomaly Detection Based on Deep Neural Networks, IEEE Access, Vol. 6, No. 1, December 2018. [IF- 3.244]
[j27]
Taimoor Khan, Shehzad Khalid, Impoved Context-aware Youtube Recommender System with User Feedback Analysis, BUJICT, vol. 10(2), 2018. [HEC Recognized]
[j26]
KR Malik, M Farhan, MA Habib, S Khalid, M Ahmad, I Ghafir, Remote access capability embedded in linked data using bi-directional transformation: Issues and simulation, Sustainable Cities and Society 38, 662-674, April 2018. [IF – 3.073]
[j25]
aM Syed, MU Akram, T Akram, M Muzammal, S Khalid, MA Khan, Fundus Images-Based Detection and Grading of Macular Edema Using Robust Macula Localization, IEEE Access 6, 58784-58793, 2018. [IF- 3.244]
[j24]
Mudassar Ahmad, Usman Ahmad, Md Asri Ngadi, Muhammad Asif Habib, Shehzad Khalid, Rehan Ashraf, Loss Based Congestion Control Module for Health Centers Deployed by Using Advanced IoT Based SDN Communication Networks, International Journal of Parallel Programming, pp 1-31, 2018. [IF- 0.897]
[j23]
Farhan Ullah, Junfeng Wang, Muhammad Farhan, Masood Habib, Shehzad Khalid, Software plagiarism detection in multiprogramming languages using machine learning approach, Concurrency and Computation Practice and Experience, October 2018. [IF- 1.114]
[j22]
Mushtaq H, Khawaja SG, Akram MU, Yasin A, Muzammal M, Khalid S, Khan SA, A Parallel Architecture for the Partitioning Around Medoids (PAM) Algorithm for Scalable Multi-Core Processor Implementation with Applications in Healthcare, Sensors, 18(12), 2018. [IF- 2.475]
[j21]
Muhammad Munwar Iqbal, Muhammad Farhan, Sohail Jabbar, Yasir Saleem, Shehzad Khalid, Multimedia based IoT-Centric Smart Framework for eLearning Paradigm, Multimedia Tools and Applications, 78(3), 3087-3106, February 2019. [IF- 1.530]
[j20]
Asfa Toor, Saif ul Islam, Ghufran Ahmed, Sohail Jabbar, Shehzad Khalid, Abdullahi Mohamud Sharif, Energy efficient edge-of-things, 2019(1), EURASIP Journal on Wireless Communications and Networking, 2019. [IF- 1.830]
[j19]
Farhan Ullah, Hamad Naeem, Muhammad Rashid Naeem, Sohail Jabbar, Shehazad Khalid, Fadi Al?Turjman, Abdelrahman Abuarqoub, Detection of clone scammers in Android markets using IoT?based edge computing, Transactions on Emerging Telecommunications Technologies, 2019. [IF- 1.670]
[j18]
SM Usman, S Khalid, R Akhtar, Z Bortolotto, Z Bashir, H Qiu, Using scalp EEG and intracranial EEG signals for predicting epileptic seizures: Review of available methodologies, 71, 258-269, Seizures, 2019. [IF- 2.522]
[j17]
Uvais Qidwai, Junaid Chaudhry, Sohail Jabbar, Hafiz Maher Ali Zeeshan, Naeem Janjua, Shehzad Khalid, Using casual reasoning for anomaly detection among ECG live data streams in ubiquitous healthcare monitoring systems, Journal of Ambient Intelligence and Humanized Computing, 10 (10), 4085-4097, 2019. [IF- 1.423]
[j16]
F Ullah, H Naeem, S Jabbar, S Khalid, MA Latif, F Al-Turjman, L Mostarda, Cyber security threats detection in internet of things using deep learning approach, 7, 124379-124389, IEEE Access, 2019. [IF- 3.745]
[j15]
M Ramzan, SM Awan, H Aldabbas, A Abid, M Farhan, S Khalid, RMA Latif, Internet of medical things for smart D3S to enable road safety, 15 (8), International Journal of Distributed Sensor Networks, 2019. [IF- 1.151]
[j14]
F Shaukat, G Raja, R Ashraf, S Khalid, M Ahmad, A Ali, Artificial neural network based classification of lung nodules in CT images using intensity, shape and texture features, 10 (10), 4135-4149, Journal of Ambient Intelligence and Humanized Computing, 2019. [IF- 4.594]
[j13]
Syed Muhammad Usman, Shehzad Khalid, Muhammad Haseeb Aslam, “Epileptic Seizures Prediction Using Deep Learning Techniques, 8(1), 39998-40007, IEEE Access, 2020. [IF- 4.098]
[j12]
Ramsha Baig, Maryam Bibi, Anmol Hamid, Sumaira Kausar, Shahzad Khalid, Deep Learning Approaches Towards Skin Lesion Segmentation and Classification from Dermoscopic Images – A Review, 16(5), 513-533, Current Medical Imaging Reviews, 2020. [IF- 0.574]
[j11]
Hamad Naeem, Farhan Ullah, Muhammad Rashid Naeem, Shehzad Khalid, Danish Vasan, Sohail Jabbar, Saqib Saeed, Malware detection in industrial internet of things based on hybrid image visualization and deep learning model, vol. 105, https://doi.org/10.1016/j.adhoc.2020.102154, Ad Hoc Networks, 2020. [IF- 3.643]
[j10]
KR Malik, M Ahmad, S Khalid, H Ahmad, F Al?Turjman, S Jabbar, Image and command hybrid model for vehicle control using Internet of Vehicles, 31(5), Transactions on Emerging Telecommunications Technologies, 2020. [IF – 1.670]
[j09]
Farhan Ullah, Junfeng Wang, Muhammad Farhan, Sohail Jabbar, Zhiming Wu, Shehzad Khalid, Plagiarism detection in students’ programming assignments based on semantics: multimedia e-learning based smart assessment methodology, 79(13), 8581-8598, Multimedia Tools and Applications, doi: 10.1007/s11042-018-5827-6, 2020. [IF – 1.530]
[j08]
Mudassar Ahmad, Usman Ahmad, Md Asri Ngadi, Muhammad Asif Habib, Shehzad Khalid, Rehan Ashraf, Loss Based Congestion Control Module for Health Centers Deployed by Using Advanced IoT Based SDN Communication Networks, 48(2), International Journal of Parallel Programming, 2020. [IF – 1.244]
[j07]
Syed Muhammad Usman, Shehzad Khalid, Zafar Bashir, Epileptic seizure prediction using scalp electroencephalogram signals, https://doi.org/10.1016/j.bbe.2021.01.001, Biocybernetics and Biomedical Engineering, 2021. [IF – 2.537]
[j06]
Aysha Maryam Ali, Mohammed A. Al Ghamdi, Muhammad Munwar Iqbal, Shehzad Khalid, Hamza Aldabbas, Saqib Saeed, Next-generation UWB antennas gadgets for human health care using SAR, EURASIP Journal on Wireless Communications and Networking volume 2021, Article number: 33, 2021. [IF – 3.79]
[j05]
Rana M. Amir latif, Muhammad Farhan, Osama Rizwan, Majid Hussain, Sohail Jabbar, Shehzad Khalid, Retail level Blockchain transformation for product supply chain using truffle development platform, https://doi.org/10.1007/s10586-020-03165-4, Cluster Computing, 2021. [IF – 3.458]
[j04]
Usman Rauf Kamboh, Ubaid Ullah, Shehzad Khalid, Umar Raza, Chinmay Chakraborty & Fadi Al-Turjman, Path loss modelling at 60 GHz mmWave based on cognitive 3D ray tracing algorithm in 5G, Peer-to-Peer Networking and Applications, 2021. [IF – 2.793]
[j03]
Muhammad Atif Butt, Faisal Riaz, Shehzad Khalid, Samia Abid, Muhammad Asif Habib, Sarmad Shafique and Kijun Han, Micro-electromechanical system based optimized steering angle estimation mechanism for customized self-driving vehicles, Measurement and Control, 54(3-4), pp. 429-438, 2021. [IF – 1.704]
[j02]
M Rasib, MA Butt, S Khalid, S Abid, F Raiz, S Jabbar, K Han, Are Self-Driving Vehicles Ready to Launch? An Insight into Steering Control in Autonomous Self-Driving Vehicles, Mathematical Problems in Engineering 2021. [IF – 1.305]
[j01]
Syed Muhammad Usman, Shehzad Khalid, SOhail Jabbar, Sadaf Bashir, Detection of preictal state in epileptic seizures using ensemble classifier, Epilepsy Research, 106818, 178, 2021. [IF — 3.045]
Conference Publications
[j41]
Muhammad Farhan, Sohail Jabbar, Muhammad Aslam, Mohammad Hammoudeh, Mudassar Ahmad, Shehzad Khalid, Murad Khan, Kijun Han, IoT-based Students Interaction Framework using Attention-Scoring Assessment in eLearning, Future Generation Computer Systems, vol. 7, no. 3, February 2018. [IF- 3.997]
[j40]
Sohail Jabbar, Mudassar Ahmad, Kaleem Razzaq Malik, Shehzad Khalid, Junaid Chaudhry, Omar Aldabbas, Designing an Energy-Aware Mechanism for Lifetime Improvementof Wireless Sensor Networks: a Comprehensive Study, Mobile Networks and Applications, https://doi.org/10.1007/s11036-018-1021-3, 2018. [IF- 3.259]
[j39]
Rehan Ashraf, Mudassar Ahmed, Shehzad Khalid, Rehan, Sohail Jabbar, Gwanggil Jeon, Content Based Image Retrieval by Using Color Descriptor and Discrete Wavelet Transform, Journal of Medical Systems, 42:44, March 2018 [IF-2.456]
[j38]
Shehzad Khalid, Uzma Jamil, M. Usman Akram, Sohail Jabbar, “Melanocytic and Nevus Lesion Detection from Diseased Dermoscopic Images using Fuzzy and Wavelet Techniques”, Soft Computing, vol. 22, issue 5, pp. 1577-1593, March 2018. [IF- 2.472]
[j37]
Muhammad Farhan, Muhammad Aslam, Sohail Jabbar, Shehzad Khalid, Multimedia based qualitative assessment methodology in eLearing: student teacher engagement analysis, Multimedia Tools and Applications, 77(4), 4909-4923, DOI: 10.1007/s11042-016-4212-6, Feb 2018. [IF – 1.530]
[j36]
Sohail Jabbar, Muahmmad Asif Habib, Abid Ali Minhas, Mudassar Ahmad, Rerhan Ashraf, Shehzad Khalid, Kijun Han, Analysis of Factors Affecting Energy Aware Routing in Wireless Sensor Network, Wireless Communications and Mobile Computing, Wiley and Hindawi, https://doi.org/10.1155/2018/9087269, Feb, 2018. [IF – 1.899]
[j35]
Awais Ahmad, Muhammad Babar, Sadia Din, Shehzad Khalid, Muhammad Mazhar Ullah, Anand Paul, Alavalapati Goutham Reddy, Nasro Min-Allah, Socio-cyber network: The potential of cyber-physical system to define human behaviors using big data analytics, Future Generation Computer Systems, 2018. [IF- 3.997]
[j34]
Syeda Mariam Muzammal, Munam Ali Shah, Hasan Ali Khattak, Sohail Jabbar, Ghufran Ahmed, Shehzad Khalid, Shahid Hussain, Kijun Han, Counter Measuring Conceivable Security Threats on Smart Healthcare Devices, IEEE Access, 2018. [IF- 3.244]
[j33]
Sohail Jabbar, Kaleem R. Malik, Mudassar Ahmad, Omer Aldabbas, Muhammad Asif, Shehzad Khalid, Ki J. Han, Syed H. Ahmed, A Methodology of Real-Time Data Fusion for Localized Big Data Analytics, IEEE Access, 2018. [IF- 3.244]
[j32]
Muhamad Munawwar Iqbal, Muhammad Tahir Mehmood, Sohail Jabbar, Shehzad Khalid, Awais Ahmad, Gwanggil Jeon, An enhanced framework for multimedia data: Green transmission and portrayal for smart traffic system, Computers & Electrical Engineering, Volume 67, April 2018, pp. 291–308. [IF- 1.570]
[j31]
Kaleem Razzaq Malik, Muhammad Asif Habib, Shehzad Khalid, Mudassar Ahmad, Mai Alfawair, Awais Ahmad, Gwanggil Jeon, A generic methodolog0y for geo?related data semantic annotation, https://doi.org/10.1002/cpe.4495, Concurrency and Computation: Practice and Experience, 2018. [IF- 1.133]
[j30]
Ibrahim Ghafir, Vaclav Prenosil, Mohammad Hammoudeh, Thar Baker, Sohail Jabbar, Shehzad Khalid, Sardar Jaf, BotDet: A System for Real Time Botnet Command and Control Traffic Detection, IEEE Access, 2018. [IF- 3.244]
[j29]
Mubashir Ali, Shehzad Khalid, Ghayur Naqvi, Muhammad Saleemi, Comprehensive Stemmer for Morphologically Rich Urdu Language, The International Arab Journal of Information Technology, 2018. [IF- 0.724]
[j28]
Sheraz Naseer, Yasir Saleem, Shehzad Khalid, M. Khawar Bashir, Jihun han, Muhammad Munwar Iqbal, Enhanced Network Anomaly Detection Based on Deep Neural Networks, IEEE Access, Vol. 6, No. 1, December 2018. [IF- 3.244]
[j27]
Taimoor Khan, Shehzad Khalid, Impoved Context-aware Youtube Recommender System with User Feedback Analysis, BUJICT, vol. 10(2), 2018. [HEC Recognized]
[j26]
KR Malik, M Farhan, MA Habib, S Khalid, M Ahmad, I Ghafir, Remote access capability embedded in linked data using bi-directional transformation: Issues and simulation, Sustainable Cities and Society 38, 662-674, April 2018. [IF – 3.073]
[j25]
aM Syed, MU Akram, T Akram, M Muzammal, S Khalid, MA Khan, Fundus Images-Based Detection and Grading of Macular Edema Using Robust Macula Localization, IEEE Access 6, 58784-58793, 2018. [IF- 3.244]
[j24]
Mudassar Ahmad, Usman Ahmad, Md Asri Ngadi, Muhammad Asif Habib, Shehzad Khalid, Rehan Ashraf, Loss Based Congestion Control Module for Health Centers Deployed by Using Advanced IoT Based SDN Communication Networks, International Journal of Parallel Programming, pp 1-31, 2018. [IF- 0.897]
[j23]
Farhan Ullah, Junfeng Wang, Muhammad Farhan, Masood Habib, Shehzad Khalid, Software plagiarism detection in multiprogramming languages using machine learning approach, Concurrency and Computation Practice and Experience, October 2018. [IF- 1.114]
[j22]
Mushtaq H, Khawaja SG, Akram MU, Yasin A, Muzammal M, Khalid S, Khan SA, A Parallel Architecture for the Partitioning Around Medoids (PAM) Algorithm for Scalable Multi-Core Processor Implementation with Applications in Healthcare, Sensors, 18(12), 2018. [IF- 2.475]
[j21]
Muhammad Munwar Iqbal, Muhammad Farhan, Sohail Jabbar, Yasir Saleem, Shehzad Khalid, Multimedia based IoT-Centric Smart Framework for eLearning Paradigm, Multimedia Tools and Applications, 78(3), 3087-3106, February 2019. [IF- 1.530]
[j20]
Asfa Toor, Saif ul Islam, Ghufran Ahmed, Sohail Jabbar, Shehzad Khalid, Abdullahi Mohamud Sharif, Energy efficient edge-of-things, 2019(1), EURASIP Journal on Wireless Communications and Networking, 2019. [IF- 1.830]
[j19]
Farhan Ullah, Hamad Naeem, Muhammad Rashid Naeem, Sohail Jabbar, Shehazad Khalid, Fadi Al?Turjman, Abdelrahman Abuarqoub, Detection of clone scammers in Android markets using IoT?based edge computing, Transactions on Emerging Telecommunications Technologies, 2019. [IF- 1.670]
[j18]
SM Usman, S Khalid, R Akhtar, Z Bortolotto, Z Bashir, H Qiu, Using scalp EEG and intracranial EEG signals for predicting epileptic seizures: Review of available methodologies, 71, 258-269, Seizures, 2019. [IF- 2.522]
[j17]
Uvais Qidwai, Junaid Chaudhry, Sohail Jabbar, Hafiz Maher Ali Zeeshan, Naeem Janjua, Shehzad Khalid, Using casual reasoning for anomaly detection among ECG live data streams in ubiquitous healthcare monitoring systems, Journal of Ambient Intelligence and Humanized Computing, 10 (10), 4085-4097, 2019. [IF- 1.423]
[j16]
F Ullah, H Naeem, S Jabbar, S Khalid, MA Latif, F Al-Turjman, L Mostarda, Cyber security threats detection in internet of things using deep learning approach, 7, 124379-124389, IEEE Access, 2019. [IF- 3.745]
[j15]
M Ramzan, SM Awan, H Aldabbas, A Abid, M Farhan, S Khalid, RMA Latif, Internet of medical things for smart D3S to enable road safety, 15 (8), International Journal of Distributed Sensor Networks, 2019. [IF- 1.151]
[j14]
F Shaukat, G Raja, R Ashraf, S Khalid, M Ahmad, A Ali, Artificial neural network based classification of lung nodules in CT images using intensity, shape and texture features, 10 (10), 4135-4149, Journal of Ambient Intelligence and Humanized Computing, 2019. [IF- 4.594]
[j13]
Syed Muhammad Usman, Shehzad Khalid, Muhammad Haseeb Aslam, “Epileptic Seizures Prediction Using Deep Learning Techniques, 8(1), 39998-40007, IEEE Access, 2020. [IF- 4.098]
[j12]
Ramsha Baig, Maryam Bibi, Anmol Hamid, Sumaira Kausar, Shahzad Khalid, Deep Learning Approaches Towards Skin Lesion Segmentation and Classification from Dermoscopic Images – A Review, 16(5), 513-533, Current Medical Imaging Reviews, 2020. [IF- 0.574]
[j11]
Hamad Naeem, Farhan Ullah, Muhammad Rashid Naeem, Shehzad Khalid, Danish Vasan, Sohail Jabbar, Saqib Saeed, Malware detection in industrial internet of things based on hybrid image visualization and deep learning model, vol. 105, https://doi.org/10.1016/j.adhoc.2020.102154, Ad Hoc Networks, 2020. [IF- 3.643]
[j10]
KR Malik, M Ahmad, S Khalid, H Ahmad, F Al?Turjman, S Jabbar, Image and command hybrid model for vehicle control using Internet of Vehicles, 31(5), Transactions on Emerging Telecommunications Technologies, 2020. [IF – 1.670]
[j09]
Farhan Ullah, Junfeng Wang, Muhammad Farhan, Sohail Jabbar, Zhiming Wu, Shehzad Khalid, Plagiarism detection in students’ programming assignments based on semantics: multimedia e-learning based smart assessment methodology, 79(13), 8581-8598, Multimedia Tools and Applications, doi: 10.1007/s11042-018-5827-6, 2020. [IF – 1.530]
[j08]
Mudassar Ahmad, Usman Ahmad, Md Asri Ngadi, Muhammad Asif Habib, Shehzad Khalid, Rehan Ashraf, Loss Based Congestion Control Module for Health Centers Deployed by Using Advanced IoT Based SDN Communication Networks, 48(2), International Journal of Parallel Programming, 2020. [IF – 1.244]
[j07]
Syed Muhammad Usman, Shehzad Khalid, Zafar Bashir, Epileptic seizure prediction using scalp electroencephalogram signals, https://doi.org/10.1016/j.bbe.2021.01.001, Biocybernetics and Biomedical Engineering, 2021. [IF – 2.537]
[j06]
Aysha Maryam Ali, Mohammed A. Al Ghamdi, Muhammad Munwar Iqbal, Shehzad Khalid, Hamza Aldabbas, Saqib Saeed, Next-generation UWB antennas gadgets for human health care using SAR, EURASIP Journal on Wireless Communications and Networking volume 2021, Article number: 33, 2021. [IF – 3.79]
[j05]
Rana M. Amir latif, Muhammad Farhan, Osama Rizwan, Majid Hussain, Sohail Jabbar, Shehzad Khalid, Retail level Blockchain transformation for product supply chain using truffle development platform, https://doi.org/10.1007/s10586-020-03165-4, Cluster Computing, 2021. [IF – 3.458]
[j04]
Usman Rauf Kamboh, Ubaid Ullah, Shehzad Khalid, Umar Raza, Chinmay Chakraborty & Fadi Al-Turjman, Path loss modelling at 60 GHz mmWave based on cognitive 3D ray tracing algorithm in 5G, Peer-to-Peer Networking and Applications, 2021. [IF – 2.793]
[j03]
Muhammad Atif Butt, Faisal Riaz, Shehzad Khalid, Samia Abid, Muhammad Asif Habib, Sarmad Shafique and Kijun Han, Micro-electromechanical system based optimized steering angle estimation mechanism for customized self-driving vehicles, Measurement and Control, 54(3-4), pp. 429-438, 2021. [IF – 1.704]
[j02]
M Rasib, MA Butt, S Khalid, S Abid, F Raiz, S Jabbar, K Han, Are Self-Driving Vehicles Ready to Launch? An Insight into Steering Control in Autonomous Self-Driving Vehicles, Mathematical Problems in Engineering 2021. [IF – 1.305]
[j01]
Syed Muhammad Usman, Shehzad Khalid, SOhail Jabbar, Sadaf Bashir, Detection of preictal state in epileptic seizures using ensemble classifier, Epilepsy Research, 106818, 178, 2021. [IF — 3.045]
Book Chapters
[j04]
Shehzad Khalid, “Behavior recognition using any feature space representation of motion trajectories”, In book “Video Surveillance”, Intech, 2011, ISBN 978-953-307-958-5.
[j03]
Usman Akram, Shehzad Khalid, “A software system for grading diabetic retinopathy by analyzing retinal images”, In book “Knowledge based processes in software development”, IGI Global, 2012.
[j02]
Anwar Shaukat, Imran Farid, Shehzad Khalid, Amina Jamil, Detection of Lung Nodules in CT Scan Data- A Review, in book “Ensuring Patient Safety and Confidentiality through Secure Health Information Management”, 2015.
[j01]
Uzma Jamil, Shehzad Khalid, Analysis of Valuable Techniques & Algorithms Used in Automated Skin Lesion Recognition Systems, in book “Ensuring Patient Safety and Confidentiality through Secure Health Information Management”, 2015.
Book
[j01]
Shehzad Khalid, “Motion Data Mining and Activity Recognition”, VDM Verlag, 2009, ISBN 978-3-639-21045-3.