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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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Parameters Optimization of Deep Learning Models using Particle Swarm Optimization

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


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Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges

Sep 19, 2017
Muhammad Usama, Junaid Qadir, Aunn Raza, Hunain Arif, Kok-Lim Alvin Yau, Yehia Elkhatib, Amir Hussain, Ala Al-Fuqaha


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