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Picture for Ala Al-Fuqaha

Sentiment Analysis of Users' Reviews on COVID-19 Contact Tracing Apps with a Benchmark Dataset


Mar 01, 2021
Kashif Ahmad, Firoj Alam, Junaid Qadir, Basheer Qolomany, Imran Khan, Talhat Khan, Muhammad Suleman, Naina Said, Syed Zohaib Hassan, Asma Gul, Ala Al-Fuqaha

* 11 pages, 6 figures 

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Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge


Jan 19, 2021
Adnan Qayyum, Kashif Ahmad, Muhammad Ahtazaz Ahsan, Ala Al-Fuqaha, Junaid Qadir

* preprint version 

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Developing Future Human-Centered Smart Cities: Critical Analysis of Smart City Security, Interpretability, and Ethical Challenges


Dec 14, 2020
Kashif Ahmad, Majdi Maabreh, Mohamed Ghaly, Khalil Khan, Junaid Qadir, Ala Al-Fuqaha

* 33 pages, 13 figures, 8 tables 

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Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case


Nov 30, 2020
Abdullah Hamid, Nasrullah Shiekh, Naina Said, Kashif Ahmad, Asma Gul, Laiq Hassan, Ala Al-Fuqaha

* 3 pages 

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Floods Detection in Twitter Text and Images


Nov 30, 2020
Naina Said, Kashif Ahmad, Asma Gul, Nasir Ahmad, Ala Al-Fuqaha

* 3 pages 

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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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Particle Swarm Optimized Federated Learning For Industrial IoT and Smart City Services


Sep 05, 2020
Basheer Qolomany, Kashif Ahmad, Ala Al-Fuqaha, Junaid Qadir


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Visual Sentiment Analysis from Disaster Images in Social Media


Sep 04, 2020
Syed Zohaib Hassan, Kashif Ahmad, Steven Hicks, Paal Halvorsen, Ala Al-Fuqaha, Nicola Conci, Michael Riegler

* 10 pages, 6 figures, 6 tables. arXiv admin note: substantial text overlap with arXiv:2002.03773 

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Trust-Based Cloud Machine Learning Model Selection For Industrial IoT and Smart City Services


Aug 11, 2020
Basheer Qolomany, Ihab Mohammed, Ala Al-Fuqaha, Mohsen Guizan, Junaid Qadir


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Artificial Intelligence-Assisted Energy and Thermal Comfort Control for Sustainable Buildings: An Extended Representation of the Systematic Review


Jun 22, 2020
Ghezlane Halhoul Merabet, Mohamed Essaaidi, Mohamed Ben-Haddou, Basheer Qolomany, Junaid Qadir, Muhammad Anan, Ala Al-Fuqaha, Riduan Mohamed Abid, Driss Benhaddou

* 1 table of 20 pages representing the latest research done in application of AI in building 

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Deriving Emotions and Sentiments from Visual Content: A Disaster Analysis Use Case


Feb 03, 2020
Kashif Ahmad, Syed Zohaib, Nicola Conci, Ala Al-Fuqaha


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Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning


Jan 27, 2020
Inaam Ilahi, Muhammad Usama, Junaid Qadir, Muhammad Umar Janjua, Ala Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato


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Secure and Robust Machine Learning for Healthcare: A Survey


Jan 21, 2020
Adnan Qayyum, Junaid Qadir, Muhammad Bilal, Ala Al-Fuqaha


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Exploiting Unlabeled Data in Smart Cities using Federated Learning


Jan 10, 2020
Abdullatif Albaseer, Bekir Sait Ciftler, Mohamed Abdallah, Ala Al-Fuqaha

* 6 pages, in review for IEEE ICC 2020 

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Sentiment Analysis from Images of Natural Disasters


Oct 10, 2019
Syed Zohaib, Kashif Ahmad, Nicola Conci, Ala Al-Fuqaha


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Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satellite Sequences


Oct 07, 2019
Kashif Ahmad, Konstantin Pogorelov, Mohib Ullah, Michael Riegler, Nicola Conci, Johannes Langguth, Ala Al-Fuqaha

* MediaEval 2019 

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Active Learning for Event Detection in Support of Disaster Analysis Applications


Sep 27, 2019
Naina Said, Kashif Ahmad, Nicola Conci, Ala Al-Fuqaha


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Black-box Adversarial ML Attack on Modulation Classification


Aug 01, 2019
Muhammad Usama, Junaid Qadir, Ala Al-Fuqaha


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The Adversarial Machine Learning Conundrum: Can The Insecurity of ML Become The Achilles' Heel of Cognitive Networks?


Jun 03, 2019
Muhammad Usama, Junaid Qadir, Ala Al-Fuqaha, Mounir Hamdi


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Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward


May 29, 2019
Adnan Qayyum, Muhammad Usama, Junaid Qadir, Ala Al-Fuqaha


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Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey


May 19, 2019
Basheer Qolomany, Ala Al-Fuqaha, Ajay Gupta, Driss Benhaddou, Safaa Alwajidi, Junaid Qadir, Alvis C. Fong


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Machine Learning, Big Data, And Smart Buildings: A Comprehensive Survey


Apr 01, 2019
Basheer Qolomany, Ala Al-Fuqaha, Ajay Gupta, Driss Benhaddou, Safaa Alwajidi, Junaid Qadir, Alvis C. Fong


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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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Enabling Cognitive Smart Cities Using Big Data and Machine Learning: Approaches and Challenges


Oct 09, 2018
Mehdi Mohammadi, Ala Al-Fuqaha

* IEEE Communications Magazine, Vol. 56, No. 2, pp. 94-101, 2018 
* 7 pages, 5 figures and 1 table. Final version is published in IEEE Communications Magazine 

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Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward


Sep 26, 2018
Muhammad Usama, Junaid Qadir, Ala Al-Fuqaha


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SDN Flow Entry Management Using Reinforcement Learning


Sep 24, 2018
Ting-Yu Mu, Ala Al-Fuqaha, Khaled Shuaib, Farag M. Sallabi, Junaid Qadir

* 19 pages, 11 figures, published on ACM Transactions on Autonomous and Adaptive Systems (TAAS) 2018 

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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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Path Planning in Support of Smart Mobility Applications using Generative Adversarial Networks


Apr 23, 2018
Mehdi Mohammadi, Ala Al-Fuqaha, Jun-Seok Oh

* 8 pages, submitted to IEEE SmartData-2018 Conference 

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Unmanned Aerial Vehicles: A Survey on Civil Applications and Key Research Challenges


Apr 19, 2018
Hazim Shakhatreh, Ahmad Sawalmeh, Ala Al-Fuqaha, Zuochao Dou, Eyad Almaita, Issa Khalil, Noor Shamsiah Othman, Abdallah Khreishah, Mohsen Guizani

* arXiv admin note: text overlap with arXiv:1602.03602, arXiv:1704.04813 by other authors 

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Role of Deep LSTM Neural Networks And WiFi Networks in Support of Occupancy Prediction in Smart Buildings


Nov 28, 2017
Basheer Qolomany, Ala Al-Fuqaha, Driss Benhaddou, Ajay Gupta


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