Ala Al-Fuqaha

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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