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Design of a Reconfigurable Intelligent Surface-Assisted FM-DCSK-SWIPT Scheme with Non-linear Energy Harvesting Model


May 14, 2022
Yi Fang, Yiwei Tao, Huan Ma, Yonghui Li, Mohsen Guizani


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A Practical Cross-Device Federated Learning Framework over 5G Networks


Apr 18, 2022
Wenti Yang, Naiyu Wang, Zhitao Guan, Longfei Wu, Xiaojiang Du, Mohsen Guizani

* This paper has been accepted by IEEE Wireless Communications 

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Artificial Intelligence for 6G Networks: Technology Advancement and Standardization


Apr 02, 2022
Muhammad K. Shehzad, Luca Rose, M. Majid Butt, Istvan Z. Kovacs, Mohamad Assaad, Mohsen Guizani

* IEEE Vehicular Technology Magazine, 2022 
* 6 

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PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks


Feb 18, 2022
Xingjian Cao, Gang Sun, Hongfang Yu, Mohsen Guizani


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Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in EdgeIoT


Feb 15, 2022
Jingjing Zheng, Kai Li, Naram Mhaisen, Wei Ni, Eduardo Tovar, Mohsen Guizani


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IoV Scenario: Implementation of a Bandwidth Aware Algorithm in Wireless Network Communication Mode


Feb 03, 2022
Peiying Zhang, Chao Wang, Gagangeet Singh Aujla, Neeraj Kumar, Mohsen Guizani


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Motivating Learners in Multi-Orchestrator Mobile Edge Learning: A Stackelberg Game Approach


Sep 25, 2021
Mhd Saria Allahham, Sameh Sorour, Amr Mohamed, Aiman Erbad, Mohsen Guizani


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Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior


Sep 15, 2021
Haya Elayan, Moayad Aloqaily, Mohsen Guizani

* Submitted to IEEE Network 

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Energy-Efficient Multi-Orchestrator Mobile Edge Learning


Sep 02, 2021
Mhd Saria Allahham, Sameh Sorour, Amr Mohamed, Aiman Erbad, Mohsen Guizani


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Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey


Aug 05, 2021
Alaa Awad Abdellatif, Naram Mhaisen, Zina Chkirbene, Amr Mohamed, Aiman Erbad, Mohsen Guizani


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Communication-Efficient Hierarchical Federated Learning for IoT Heterogeneous Systems with Imbalanced Data


Jul 14, 2021
Alaa Awad Abdellatif, Naram Mhaisen, Amr Mohamed, Aiman Erbad, Mohsen Guizani, Zaher Dawy, Wassim Nasreddine

* A version of this work has been submitted in Transactions on Network Science and Engineering 

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An Intelligent Resource Reservation for Crowdsourced Live Video Streaming Applications in Geo-Distributed Cloud Environment


Jun 04, 2021
Emna Baccour, Fatima Haouari, Aiman Erbad, Amr Mohamed, Kashif Bilal, Mohsen Guizani, Mounir Hamdi

* Published in IEEE systems journal 

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Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization


May 23, 2021
Mohammed Jouhari, Abdulla Al-Ali, Emna Baccour, Amr Mohamed, Aiman Erbad, Mohsen Guizani, Mounir Hamdi

* Accepted in IEEE Internet of Things Journal 

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Pervasive AI for IoT Applications: Resource-efficient Distributed Artificial Intelligence


May 04, 2021
Emna Baccour, Naram Mhaisen, Alaa Awad Abdellatif, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani

* Survey paper submitted to IEEE COMSAT 

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The Duo of Artificial Intelligence and Big Data for Industry 4.0: Review of Applications, Techniques, Challenges, and Future Research Directions


Apr 07, 2021
Senthil Kumar Jagatheesaperumal, Mohamed Rahouti, Kashif Ahmad, Ala Al-Fuqaha, Mohsen Guizani

* 33 pages, 10 figures, 7 tables 

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Green IoT using UAVs in B5G Networks: A Review of Applications and Strategies


Mar 31, 2021
S. H. Alsamhi, Fatemeh Afghah, Radhya Sahal, Ammar Hawbani, A. A. Al-qaness, B. Lee, Mohsen Guizani


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Edge Intelligence for Empowering IoT-based Healthcare Systems


Mar 22, 2021
Vahideh Hayyolalam, Moayad Aloqaily, Oznur Ozkasap, Mohsen Guizani

* This paper has been accepted in IEEE Wireless Communication Magazine 

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Implicit Feedback-based Group Recommender System for Internet of Thing Applications


Jan 29, 2021
Zhiwei Guo, Keping Yu, Tan Guo, Ali Kashif Bashir, Muhammad Imran, Mohsen Guizani

* conference 

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Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data


Dec 10, 2020
Naram Mhaisen, Alaa Awad, Amr Mohamed, Aiman Erbad, Mohsen Guizani

* A version of this work has been submitted to IEEE Transactions on Network Science and Engineering 

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Budgeted Online Selection of Candidate IoT Clients to Participate in Federated Learning


Nov 16, 2020
Ihab Mohammed, Shadha Tabatabai, Ala Al-Fuqaha, Faissal El Bouanani, Junaid Qadir, Basheer Qolomany, Mohsen Guizani


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Lightweight IoT Malware Detection Solution Using CNN Classification


Oct 13, 2020
Ahmad M. N. Zaza, Suleiman K. Kharroub, Mohsen Guizani, Khalid Abualsaud


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Optimization-driven Machine Learning for Intelligent Reflecting Surfaces Assisted Wireless Networks


Aug 29, 2020
Shimin Gong, Jiaye Lin, Jinbei Zhang, Dusit Niyato, Dong In Kim, Mohsen Guizani

* submitted to IEEE Communications Magazine 

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QoE-Aware Resource Allocation for Crowdsourced Live Streaming: A Machine Learning Approach


Jun 20, 2019
Fatima Haouari, Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani

* This paper was accepted in the Proceedings of ICC 2019 

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Self-Selective Correlation Ship Tracking Method for Smart Ocean System


Feb 26, 2019
Xu Kang, Bin Song, Jie Guo, Xiaojiang Du, Mohsen Guizani


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Super-Resolution of Brain MRI Images using Overcomplete Dictionaries and Nonlocal Similarity


Feb 13, 2019
Yinghua Li, Bin Song, Jie Guo, Xiaojiang Du, Mohsen Guizani


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Adversarial Samples on Android Malware Detection Systems for IoT Systems


Feb 12, 2019
Xiaolei Liu, Xiaojiang Du, Xiaosong Zhang, Qingxin Zhu, Mohsen Guizani


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Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey, and Future Directions


Oct 23, 2018
Reza Shakeri, Mohammed Ali Al-Garadi, Ahmed Badawy, Amr Mohamed, Tamer Khattab, Abdulla Al-Ali, Khaled A. Harras, Mohsen Guizani


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Semi-supervised Deep Reinforcement Learning in Support of IoT and Smart City Services


Oct 09, 2018
Mehdi Mohammadi, Ala Al-Fuqaha, Mohsen Guizani, Jun-Seok Oh

* IEEE Internet of Things Journal, Volume 5, Issue 2, 2018 
* 11 pages, 7 figures. Accepted for publication in IEEE Internet of Things Journal 

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A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security


Jul 29, 2018
Mohammed Ali Al-Garadi, Amr Mohamed, Abdulla Al-Ali, Xiaojiang Du, Mohsen Guizani


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Deep Learning for IoT Big Data and Streaming Analytics: A Survey


Jun 05, 2018
Mehdi Mohammadi, Ala Al-Fuqaha, Sameh Sorour, Mohsen Guizani

* 40 pages, Accepted at IEEE Communications Surveys and Tutorials Journal 

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