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Exploration and Exploitation in Federated Learning to Exclude Clients with Poisoned Data


Apr 29, 2022
Shadha Tabatabai, Ihab Mohammed, Basheer Qolomany, Abdullatif Albasser, Kashif Ahmad, Mohamed Abdallah, Ala Al-Fuqaha

* Accepted at 2022 IWCMC 

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Merit-based Fusion of NLP Techniques for Instant Feedback on Water Quality from Twitter Text


Feb 09, 2022
Khubaib Ahmad, Muhammad Asif Ayub, Kashif Ahmad, Jebran Khan, Nasir Ahmad, Ala Al-Fuqaha

* 10 pages, 2 figures, 8 tables 

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NLP Techniques for Water Quality Analysis in Social Media Content


Nov 30, 2021
Muhammad Asif Ayub, Khubaib Ahmad, Kashif Ahmad, Nasir Ahmad, Ala Al-Fuqaha

* 3 pages, 2 tables, 1 figure 

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Deep Models for Visual Sentiment Analysis of Disaster-related Multimedia Content


Nov 30, 2021
Khubaib Ahmad, Muhammad Asif Ayub, Kashif Ahmad, Ala Al-Fuqaha, Nasir Ahmad

* 3 pages 

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Visual Sentiment Analysis: A Natural DisasterUse-case Task at MediaEval 2021


Nov 22, 2021
Syed Zohaib Hassan, Kashif Ahmad, Michael A. Riegler, Steven Hicks, Nicola Conci, Paal Halvorsen, Ala Al-Fuqaha

* 3 pages 

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Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions


Oct 26, 2021
Izzat Alsmadi, Kashif Ahmad, Mahmoud Nazzal, Firoj Alam, Ala Al-Fuqaha, Abdallah Khreishah, Abdulelah Algosaibi

* 21 pages, 6 figures, 10 tables 

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Explainable Event Recognition


Oct 10, 2021
Imran Khan, Kashif Ahmad, Namra Gul, Talhat Khan, Nasir Ahmad, Ala Al-Fuqaha

* 16 pages, 10 figures, 6 tables 

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Client Selection Approach in Support of Clustered Federated Learning over Wireless Edge Networks


Aug 16, 2021
Abdullatif Albaseer, Mohamed Abdallah, Ala Al-Fuqaha, Aiman Erbad

* 4 figures, 7 pages 

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Fine-Grained Data Selection for Improved Energy Efficiency of Federated Edge Learning


Jun 20, 2021
Abdullatif Albaseer, Mohamed Abdallah, Ala Al-Fuqaha, Aiman Erbad


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Deep Reinforcement Learning for Radio Resource Allocation and Management in Next Generation Heterogeneous Wireless Networks: A Survey


May 25, 2021
Abdulmalik Alwarafy, Mohamed Abdallah, Bekir Sait Ciftler, Ala Al-Fuqaha, Mounir Hamdi


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