M
Manar Ahmed Hamza
Publications - 62
Citations - 131
Manar Ahmed Hamza is an academic researcher. The author has contributed to research in topics: Computer science & Deep learning. The author has an hindex of 5, co-authored 62 publications receiving 131 citations.
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Journal ArticleDOI
Federated Learning with Blockchain Assisted Image Classification for Clustered UAV Networks
Ibrahim Abunadi,Maha M. Althobaiti,Fahd N Al-Wesabi,Anwer Mustafa Hilal,M. S. Medani,Manar Ahmed Hamza,Mohammed Rizwanullah,Abu Serwar Zamani +7 more
TL;DR: In this paper , the authors designed federated learning with blockchain assisted image classification model for clustered UAV networks (FLBIC-CUAV) on IIoT environment, which involves three major processes namely clustering, blockchain enabled secure communication and FL based image classification.
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Optimal Deep Learning-based Cyberattack Detection and Classification Technique on Social Networks
Amani Abdulrahman Albraikan,Siwar Ben Haj Hassine,Suliman Mohamed Fati,Fahd N Al-Wesabi,Anwer Mustafa Hilal,Abdelwahed Motwakel,Manar Ahmed Hamza,Mesfer Al Duhayyim +7 more
TL;DR: In this paper , an Optimal Deep Learning-based Cyberbullying Detection and Classification (ODL-CDC) technique for CB detection in social networks is presented. And the proposed ODL-CDC technique involves different processes such as pre-processing, prediction, and hyperparameter optimization.
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Feature Selection with Optimal Stacked Sparse Autoencoder for Data Mining
Manar Ahmed Hamza,Siwar Ben Haj Hassine,Ibrahim Abunadi,Fahd N Al-Wesabi,Hadeel Alsolai,Anwer Mustafa Hilal,Ishfaq Yaseen,Abdelwahed Motwakel +7 more
TL;DR: In this article , an Improved Sailfish Optimizer-based Feature Selection with Optimal Stacked Sparse Autoencoder (ISOFS-OSSAE) was proposed for data mining and pattern recognition in the educational sector.
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Deep Transfer Learning based Fusion Model for Environmental Remote Sensing Image Classification Model
Anwer Mustafa Hilal,Fahd N. Al-Wesabi,K. Alzahrani,Mesfer Al Duhayyim,Manar Ahmed Hamza,Mohammed Rizwanullah,Vicente Gacia-Diaz +6 more
TL;DR: In this paper , a new deep transfer learning (DTL) based fusion model for environmental remote-sensing image classification, called DTLF-ERSIC technique, is proposed.
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Integration of Fog Computing for Health Record Management Using Blockchain Technology
Mesfer AI Duhayyim,Fahd N Al-Wesabi,Radwa Marzouk,Abdalla Ibrahim Abdalla Musa,Noha Negm,Anwer Mustafa Hilal,Manar Ahmed Hamza,Mohammed Rizwanullah +7 more
TL;DR: Internet of Medical Things is a breakthrough technology in the transfer of medical data via a communication system that raises a high concern on network security and patient data privacy in the health care system.