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ORCIDAla I. Al-Fuqaha
Ala Al-Fuqaha Senior
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- affiliation: Western Michigan University, MI, USA
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2020 – today
- 2024
[j99]Latif U. Khan
, Mohsen Guizani, Dusit Niyato, Ala I. Al-Fuqaha, Mérouane Debbah:
Metaverse for wireless systems: Architecture, advances, standardization, and open challenges. Internet Things 25: 101121 (2024)- [j98]Latif U. Khan, Mohsen Guizani, Ala I. Al-Fuqaha, Choong Seon Hong, Dusit Niyato, Zhu Han:
A Joint Communication and Learning Framework for Hierarchical Split Federated Learning. IEEE Internet Things J. 11(1): 268-282 (2024) - [j97]Mohammed Aledhari, Mohamed Rahouti, Junaid Qadir, Basheer Qolomany, Mohsen Guizani, Ala I. Al-Fuqaha:
Motion Comfort Optimization for Autonomous Vehicles: Concepts, Methods, and Techniques. IEEE Internet Things J. 11(1): 378-402 (2024) - [j96]Reda Khalid, Zaiba Shah, Muhammad Naeem, Amjad Ali, Ala I. Al-Fuqaha, Waleed Ejaz:
Computational Efficiency Maximization for UAV-Assisted MEC Networks With Energy Harvesting in Disaster Scenarios. IEEE Internet Things J. 11(5): 9004-9018 (2024) - [j95]Areej Fayez Eliyan, Safdar Nawaz Khan Marwat, Junaid Qadir, Ala I. Al-Fuqaha:
Informed Consent in IoT Environments: Challenges and a Futuristic Incentives-Based Model. IEEE Internet Things Mag. 7(1): 112-119 (2024) - [j94]Kashif Ahmad, Waleed Iqbal, Ammar Elhassan, Junaid Qadir, Driss Benhaddou, Moussa Ayyash, Ala I. Al-Fuqaha:
Data-Driven Artificial Intelligence in Education: A Comprehensive Review. IEEE Trans. Learn. Technol. 17: 12-31 (2024) - [j93]Senthil Kumar Jagatheesaperumal, Kashif Ahmad, Ala I. Al-Fuqaha, Junaid Qadir:
Advancing Education Through Extended Reality and Internet of Everything Enabled Metaverses: Applications, Challenges, and Open Issues. IEEE Trans. Learn. Technol. 17: 1120-1139 (2024) - [i71]Moqbel Hamood, Abdullatif Albaseer, Mohamed Abdallah, Ala I. Al-Fuqaha:
Empowering HWNs with Efficient Data Labeling: A Clustered Federated Semi-Supervised Learning Approach. CoRR abs/2401.10646 (2024) - [i70]Marwan Dhuheir, Aiman Erbad, Ala I. Al-Fuqaha:
Meta Reinforcement Learning for Strategic IoT Deployments Coverage in Disaster-Response UAV Swarms. CoRR abs/2401.11118 (2024) - 2023
- [j92]Muhammad Huzaifa Bashir, Aqil M. Azmi, Haq Nawaz, Wajdi Zaghouani, Mona T. Diab, Ala I. Al-Fuqaha, Junaid Qadir:
Arabic natural language processing for Qur'anic research: a systematic review. Artif. Intell. Rev. 56(7): 6801-6854 (2023) - [j91]Muhammad Huzaifa Bashir, Aqil M. Azmi, Haq Nawaz, Wajdi Zaghouani, Mona T. Diab, Ala I. Al-Fuqaha, Junaid Qadir:
Author Correction: Arabic natural language processing for Qur'anic research: a systematic review. Artif. Intell. Rev. 56(11): 13951-13952 (2023) - [j90]Nazish Khalid, Adnan Qayyum, Muhammad Bilal, Ala I. Al-Fuqaha, Junaid Qadir:
Privacy-preserving artificial intelligence in healthcare: Techniques and applications. Comput. Biol. Medicine 158: 106848 (2023) - [j89]Muhammad Atif Butt, Adnan Qayyum, Hassan Ali, Ala I. Al-Fuqaha, Junaid Qadir:
Towards secure private and trustworthy human-centric embedded machine learning: An emotion-aware facial recognition case study. Comput. Secur. 125: 103058 (2023) - [j88]Asad Ali, Inaam Ilahi, Adnan Qayyum, Ihab Mohammed, Ala I. Al-Fuqaha, Junaid Qadir:
A systematic review of federated learning incentive mechanisms and associated security challenges. Comput. Sci. Rev. 50: 100593 (2023) - [j87]Amina Tehseen, Toqeer Ehsan, Hannan Bin Liaqat, Xiangjie Kong, Amjad Ali, Ala I. Al-Fuqaha:
Shahmukhi named entity recognition by using contextualized word embeddings. Expert Syst. Appl. 229(Part A): 120489 (2023) - [j86]Moqbel Hamood, Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha:
Clustered and Multi-Tasked Federated Distillation for Heterogeneous and Resource Constrained Industrial IoT Applications. IEEE Internet Things Mag. 6(2): 64-69 (2023) - [j85]Aos Mulahuwaish, Matthew Loucks, Basheer Qolomany, Ala I. Al-Fuqaha:
Topic Modeling Based on Two-Step Flow Theory: Application to Tweets about Bitcoin. IT Prof. 25(2): 52-63 (2023) - [j84]Amina Tehseen, Toqeer Ehsan, Hannan Bin Liaqat, Amjad Ali, Ala I. Al-Fuqaha:
Neural POS tagging of shahmukhi by using contextualized word representations. J. King Saud Univ. Comput. Inf. Sci. 35(1): 335-356 (2023) - [j83]Ahmad Abusukhon, Ala I. Al-Fuqaha, Bilal Hawashin:
A Novel Technique for Detecting Underground Water Pipeline Leakage Using the Internet of Things. J. Univers. Comput. Sci. 29(8): 838-865 (2023) - [j82]Imran Khan, Kashif Ahmad, Namra Gul, Talhat Khan, Nasir Ahmad, Ala I. Al-Fuqaha:
Explainable event recognition. Multim. Tools Appl. 82(26): 40531-40557 (2023) - [j81]Izzat Alsmadi, Kashif Ahmad, Mahmoud Nazzal, Firoj Alam, Ala I. Al-Fuqaha, Abdallah Khreishah, Abdulelah Abdallah Algosaibi:
Adversarial NLP for Social Network Applications: Attacks, Defenses, and Research Directions. IEEE Trans. Comput. Soc. Syst. 10(6): 3089-3108 (2023) - [j80]Yin Zhang, Ala Al-Fuqaha Senior, Hua Wang, Jia Liu:
Guest Editorial Introduction to the Special Issue on Cognitive Networking for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 24(1): 1035-1038 (2023) - [j79]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Abegaz Mohammed Seid, Aiman Erbad, Octavia A. Dobre:
Fair Selection of Edge Nodes to Participate in Clustered Federated Multitask Learning. IEEE Trans. Netw. Serv. Manag. 20(2): 1502-1516 (2023) - [j78]Shawqi Al-Maliki, Faissal El Bouanani, Kashif Ahmad, Mohamed M. Abdallah, Dinh Thai Hoang, Dusit Niyato, Ala I. Al-Fuqaha:
Toward Improved Reliability of Deep Learning Based Systems Through Online Relabeling of Potential Adversarial Attacks. IEEE Trans. Reliab. 72(4): 1367-1382 (2023) - [j77]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Aiman Erbad:
Data-Driven Participant Selection and Bandwidth Allocation for Heterogeneous Federated Edge Learning. IEEE Trans. Syst. Man Cybern. Syst. 53(9): 5848-5860 (2023) - [c90]Moqbel Hamood, Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Amr Mohamed:
Intelligent Model Aggregation in Hierarchical Clustered Federated Multitask Learning. GLOBECOM 2023: 3009-3014 - [c89]Marwan Dhuheir, Aiman Erbad, Ala I. Al-Fuqaha:
Meta Reinforcement Learning for Strategic IoT Deployments Coverage in Disaster-Response UAV Swarms. GLOBECOM 2023: 6159-6164 - [c88]Zahra Saleem, Usman Firdous, Muhammad Khalil Afzal, Amjad Ali, Muddesar Iqbal, Ala I. Al-Fuqaha, Saba Al-Rubaye:
Blockchain-Based Privacy Preservation Using Steganography in Drone-Enabled VANETs. GLOBECOM 2023: 6862-6867 - [c87]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha:
Exploiting the Divergence Between Output of ML Models to Detect Adversarial Attacks in Streaming IoT Applications. ICC 2023: 3090-3095 - [c86]Zaina Maqour, Hanan El Bakkali, Driss Benhaddou, Houda Benbrahim, Wahiba Abou-Zbiba, Hajar El Gadi, Ala I. Al-Fuqaha, Muhammad Anan, Abd-Elhamid M. Taha:
An Overview of Funded Research Projects in The MENA Region on Intelligent Transportation Systems. IWCMC 2023: 313-320 - [c85]Shawqi Al-Maliki, Mohamed Abdallah, Junaid Qadir, Ala I. Al-Fuqaha:
Defending Emotional Privacy with Adversarial Machine Learning for Social Good. IWCMC 2023: 345-350 - [c84]Adnan Qayyum, Muhammad Bilal, Muhammad Hadi, Pawel Capik, Massimo Caputo, Hunaid Vohra, Ala I. Al-Fuqaha, Junaid Qadir:
Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses? MetaCom 2023: 496-503 - [c83]Toqeer Ehsan, Amjad Ali, Ala I. Al-Fuqaha:
AlphaBrains at WojoodNER shared task: Arabic Named Entity Recognition by Using Character-based Context-Sensitive Word Representations. ArabicNLP 2023: 783-788 - [i69]Latif U. Khan, Mohsen Guizani, Dusit Niyato, Ala I. Al-Fuqaha, Mérouane Debbah:
Metaverse for Wireless Systems: Architecture, Advances, Standardization, and Open Challenges. CoRR abs/2301.11441 (2023) - [i68]Mahmoud Nazzal, Abdallah Khreishah, Joyoung Lee, Shaahin Angizi, Ala I. Al-Fuqaha, Mohsen Guizani:
Semi-decentralized Inference in Heterogeneous Graph Neural Networks for Traffic Demand Forecasting: An Edge-Computing Approach. CoRR abs/2303.00524 (2023) - [i67]Aos Mulahuwaish, Matthew Loucks, Basheer Qolomany, Ala I. Al-Fuqaha:
Topic Modeling Based on Two-Step Flow Theory: Application to Tweets about Bitcoin. CoRR abs/2303.02032 (2023) - [i66]Hassan Ali, Muhammad Atif Butt, Fethi Filali, Ala I. Al-Fuqaha, Junaid Qadir:
Consistent Valid Physically-Realizable Adversarial Attack against Crowd-flow Prediction Models. CoRR abs/2303.02669 (2023) - [i65]Adnan Qayyum, Muhammad Bilal, Muhammad Hadi, Pawel Capik, Massimo Caputo, Hunaid Vohra, Ala I. Al-Fuqaha, Junaid Qadir:
Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses? CoRR abs/2304.00007 (2023) - [i64]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Abegaz Mohammed Seid, Aiman Erbad, Octavia A. Dobre:
Fair Selection of Edge Nodes to Participate in Clustered Federated Multitask Learning. CoRR abs/2304.13423 (2023) - [i63]Mohammed Aledhari, Mohamed Rahouti, Junaid Qadir, Basheer Qolomany, Mohsen Guizani, Ala I. Al-Fuqaha:
Motion Comfort Optimization for Autonomous Vehicles: Concepts, Methods, and Techniques. CoRR abs/2306.09462 (2023) - [i62]Hassan Ali, Adnan Qayyum, Ala I. Al-Fuqaha, Junaid Qadir:
Membership Inference Attacks on DNNs using Adversarial Perturbations. CoRR abs/2307.05193 (2023) - [i61]Muhammad Atif Butt, Hassan Ali, Adnan Qayyum, Waqas Sultani, Ala I. Al-Fuqaha, Junaid Qadir:
R2S100K: Road-Region Segmentation Dataset For Semi-Supervised Autonomous Driving in the Wild. CoRR abs/2308.06393 (2023) - [i60]Shawqi Al-Maliki, Adnan Qayyum, Hassan Ali, Mohamed M. Abdallah, Junaid Qadir, Dinh Thai Hoang, Dusit Niyato, Ala I. Al-Fuqaha:
Adversarial Machine Learning for Social Good: Reframing the Adversary as an Ally. CoRR abs/2310.03614 (2023) - 2022
- [j76]Mohammed A. Jasim, Hazim Shakhatreh, Nazli Siasi, Ahmad H. Sawalmeh, Adel Aldalbahi, Ala I. Al-Fuqaha:
A Survey on Spectrum Management for Unmanned Aerial Vehicles (UAVs). IEEE Access 10: 11443-11499 (2022) - [j75]Mohammed Aledhari, Rehma Razzak, Basheer Qolomany, Ala I. Al-Fuqaha, Fahad Saeed:
Biomedical IoT: Enabling Technologies, Architectural Elements, Challenges, and Future Directions. IEEE Access 10: 31306-31339 (2022) - [j74]Khansa Rasheed, Adnan Qayyum, Mohamed Ghaly, Ala I. Al-Fuqaha, Adeel Razi, Junaid Qadir:
Explainable, trustworthy, and ethical machine learning for healthcare: A survey. Comput. Biol. Medicine 149: 106043 (2022) - [j73]Hassan Ali, Muhammad Suleman Khan, Ala I. Al-Fuqaha, Junaid Qadir:
Tamp-X: Attacking explainable natural language classifiers through tampered activations. Comput. Secur. 120: 102791 (2022) - [j72]Kashif Ahmad, Majdi Maabreh, Mohamed Ghaly, Khalil Khan, Junaid Qadir, Ala I. Al-Fuqaha:
Developing future human-centered smart cities: Critical analysis of smart city security, Data management, and Ethical challenges. Comput. Sci. Rev. 43: 100452 (2022) - [j71]Abdulaziz Alashaikh, Eisa Alanazi, Ala I. Al-Fuqaha:
A Survey on the Use of Preferences for Virtual Machine Placement in Cloud Data Centers. ACM Comput. Surv. 54(5): 96:1-96:39 (2022) - [j70]Majdi Maabreh, Arwa Maabreh, Basheer Qolomany, Ala I. Al-Fuqaha:
The robustness of popular multiclass machine learning models against poisoning attacks: Lessons and insights. Int. J. Distributed Sens. Networks 18(7): 155013292211051 (2022) - [j69]Senthil Kumar Jagatheesaperumal, Mohamed Rahouti, Kashif Ahmad, Ala I. Al-Fuqaha, Mohsen Guizani:
The Duo of Artificial Intelligence and Big Data for Industry 4.0: Applications, Techniques, Challenges, and Future Research Directions. IEEE Internet Things J. 9(15): 12861-12885 (2022) - [j68]Abdullatif Albaseer, Mohamed Abdallah, Ala I. Al-Fuqaha, Aiman Erbad, Octavia A. Dobre:
Semi-Supervised Federated Learning Over Heterogeneous Wireless IoT Edge Networks: Framework and Algorithms. IEEE Internet Things J. 9(24): 25626-25642 (2022) - [j67]Junaid Qadir, Mohammad Qamar Islam, Ala I. Al-Fuqaha:
Toward accountable human-centered AI: rationale and promising directions. J. Inf. Commun. Ethics Soc. 20(2): 329-342 (2022) - [j66]Adnan Qayyum, Kashif Ahmad, Muhammad Ahtazaz Ahsan, Ala I. Al-Fuqaha, Junaid Qadir:
Collaborative Federated Learning for Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge. IEEE Open J. Comput. Soc. 3: 172-184 (2022) - [j65]Abdulmalik Alwarafy, Mohamed M. Abdallah, Bekir Sait Ciftler, Ala I. Al-Fuqaha, Mounir Hamdi:
The Frontiers of Deep Reinforcement Learning for Resource Management in Future Wireless HetNets: Techniques, Challenges, and Research Directions. IEEE Open J. Commun. Soc. 3: 322-365 (2022) - [j64]Syed Zohaib Hassan, Kashif Ahmad, Steven Hicks, Pål Halvorsen, Ala I. Al-Fuqaha, Nicola Conci, Michael Riegler:
Visual Sentiment Analysis from Disaster Images in Social Media. Sensors 22(10): 3628 (2022) - [j63]Umme Ammara, Khansa Rasheed, Athar Mansoor, Ala I. Al-Fuqaha, Junaid Qadir:
Smart Cities from the Perspective of Systems. Syst. 10(3): 77 (2022) - [j62]Inaam Ilahi, Muhammad Usama, Junaid Qadir, Muhammad Umar Janjua, Ala I. Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato:
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning. IEEE Trans. Artif. Intell. 3(2): 90-109 (2022) - [j61]Yin Zhang, Ala I. Al-Fuqaha, Giancarlo Fortino, Limei Peng, Iztok Humar, Hua Wang:
Guest Editorial: Introduction to the Special Section on Advanced Networking Technologies in the Battle Against the Outbreak of Epidemic Diseases. IEEE Trans. Netw. Sci. Eng. 9(1): 245-246 (2022) - [j60]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Aiman Erbad:
Fine-Grained Data Selection for Improved Energy Efficiency of Federated Edge Learning. IEEE Trans. Netw. Sci. Eng. 9(5): 3258-3271 (2022) - [c82]Abdullatif Albaseer, Mohamed Abdallah, Ala I. Al-Fuqaha, Aiman Erbad:
Balanced Energy Consumption Based on Historical Participation of Resource-Constrained Devices in Federated Edge Learning. IWCMC 2022: 300-305 - [c81]Shadha Tabatabai, Ihab Mohammed, Basheer Qolomany, Abdullatif Albaseer, Kashif Ahmad, Mohamed Abdallah, Ala I. Al-Fuqaha:
Exploration and Exploitation in Federated Learning to Exclude Clients with Poisoned Data. IWCMC 2022: 407-412 - [i59]Khubaib Ahmad, Muhammad Asif Ayub, Kashif Ahmad, Jebran Khan, Nasir Ahmad, Ala I. Al-Fuqaha:
Merit-based Fusion of NLP Techniques for Instant Feedback on Water Quality from Twitter Text. CoRR abs/2202.04462 (2022) - [i58]Shadha Tabatabai, Ihab Mohammed, Basheer Qolomany, Abdullatif Albaseer, Kashif Ahmad, Mohamed Abdallah, Ala I. Al-Fuqaha:
Exploration and Exploitation in Federated Learning to Exclude Clients with Poisoned Data. CoRR abs/2204.14020 (2022) - [i57]Senthil Kumar Jagatheesaperumal, Kashif Ahmad, Ala I. Al-Fuqaha, Junaid Qadir:
Advancing Education Through Extended Reality and Internet of Everything Enabled Metaverses: Applications, Challenges, and Open Issues. CoRR abs/2207.01512 (2022) - [i56]Hazim Shakhatreh, Ahmad Sawalmeh, Ali Hamdan Alenezi, Sharief Abdel-Razeq, Muhannad Almutiry, Ala I. Al-Fuqaha:
Mobile-IRS Assisted Next Generation UAV Communication Networks. CoRR abs/2207.03622 (2022) - [i55]Adnan Qayyum, Muhammad Atif Butt, Hassan Ali, Muhammad Usman, Osama Halabi, Ala I. Al-Fuqaha, Qammer H. Abbasi, Muhammad Ali Imran, Junaid Qadir:
Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses. CoRR abs/2210.13289 (2022) - [i54]Shawqi Al-Maliki, Faissal El Bouanani, Mohamed Abdallah, Junaid Qadir, Ala I. Al-Fuqaha:
Continual Conscious Active Fine-Tuning to Robustify Online Machine Learning Models Against Data Distribution Shifts. CoRR abs/2211.01315 (2022) - 2021
- [j59]Yin Zhang, Ala I. Al-Fuqaha, Iztok Humar, Pasquale Pace:
Editorial: Advances in multi-source information fusion for epidemic diseases. Inf. Fusion 76: 175-176 (2021) - [j58]Basheer Qolomany, Ihab Mohammed, Ala I. Al-Fuqaha, Mohsen Guizani, Junaid Qadir:
Trust-Based Cloud Machine Learning Model Selection for Industrial IoT and Smart City Services. IEEE Internet Things J. 8(4): 2943-2958 (2021) - [j57]Ihab Mohammed, Shadha Tabatabai, Ala I. Al-Fuqaha, Faissal El Bouanani, Junaid Qadir, Basheer Qolomany, Mohsen Guizani:
Budgeted Online Selection of Candidate IoT Clients to Participate in Federated Learning. IEEE Internet Things J. 8(7): 5938-5952 (2021) - [j56]Naina Said, Kashif Ahmad, Nicola Conci, Ala I. Al-Fuqaha:
Active learning for event detection in support of disaster analysis applications. Signal Image Video Process. 15(6): 1081-1088 (2021) - [j55]Elmehdi Illi, Faissal El Bouanani, Paschalis C. Sofotasios, Sami Muhaidat, Daniel Benevides da Costa, Fouad Ayoub, Ala I. Al-Fuqaha:
Analysis of Asymmetric Dual-Hop Energy Harvesting-Based Wireless Communication Systems in Mixed Fading Environments. IEEE Trans. Green Commun. Netw. 5(1): 261-277 (2021) - [c80]Abdulmalik Alwarafy, Abdullatif Albaseer, Bekir Sait Ciftler, Mohamed Abdallah, Ala I. Al-Fuqaha:
AI-Based Radio Resource Allocation in Support of the Massive Heterogeneity of 6G Networks. 5GWF 2021: 464-469 - [c79]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Aiman Erbad:
Client Selection Approach in Support of Clustered Federated Learning over Wireless Edge Networks. GLOBECOM 2021: 1-6 - [c78]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Aiman Erbad:
Threshold-Based Data Exclusion Approach for Energy-Efficient Federated Edge Learning. ICC Workshops 2021: 1-6 - [c77]Umme Ammara, Hassan Qudrat-Ullah, Ala I. Al-Fuqaha, Junaid Qadir:
Using the Lens of Systems Thinking To Model Education During and Beyond COVID-19. IWCMC 2021: 2056-2061 - [c76]Khubaib Ahmad, Muhammad Asif Ayub, Kashif Ahmad, Ala I. Al-Fuqaha, Nasir Ahmad:
Deep Models for Visual Sentiment Analysis of Disaster-related Multimedia Content. MediaEval 2021 - [c75]Muhammad Asif Ayub, Khubaib Ahmad, Kashif Ahmad, Nasir Ahmad, Ala I. Al-Fuqaha:
NLP Techniques for Water Quality Analysis in Social Media Content. MediaEval 2021 - [c74]Syed Zohaib Hassan, Kashif Ahmad, Michael Riegler, Steven Hicks, Nicola Conci, Pål Halvorsen, Ala I. Al-Fuqaha:
Visual Sentiment Analysis: A Natural Disaster Use-case Task at MediaEval 2021. MediaEval 2021 - [i53]Adnan Qayyum, Kashif Ahmad, Muhammad Ahtazaz Ahsan, Ala I. Al-Fuqaha, Junaid Qadir:
Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge. CoRR abs/2101.07511 (2021) - [i52]Kashif Ahmad, Firoj Alam, Junaid Qadir, Basheer Qolomany, Imran Khan, Talhat Khan, Muhammad Suleman, Naina Said, Syed Zohaib Hassan, Asma Gul, Ala I. Al-Fuqaha:
Sentiment Analysis of Users' Reviews on COVID-19 Contact Tracing Apps with a Benchmark Dataset. CoRR abs/2103.01196 (2021) - [i51]Ghezlane Halhoul Merabet, Mohamed Essaaidi, Mohamed Ben Haddou, Basheer Qolomany, Junaid Qadir, Muhammad T. Anan, Ala I. Al-Fuqaha, Mohamed Riduan Abid, Driss Benhaddou:
Intelligent Building Control Systems for Thermal Comfort and Energy-Efficiency: A Systematic Review of Artificial Intelligence-Assisted Techniques. CoRR abs/2104.02214 (2021) - [i50]Senthil Kumar Jagatheesaperumal, Mohamed Rahouti, Kashif Ahmad, Ala I. Al-Fuqaha, Mohsen Guizani:
The Duo of Artificial Intelligence and Big Data for Industry 4.0: Review of Applications, Techniques, Challenges, and Future Research Directions. CoRR abs/2104.02425 (2021) - [i49]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Aiman Erbad:
Threshold-Based Data Exclusion Approach for Energy-Efficient Federated Edge Learning. CoRR abs/2104.05509 (2021) - [i48]Abdulmalik Alwarafy, Mohamed M. Abdallah, Bekir Sait Ciftler, Ala I. Al-Fuqaha, Mounir Hamdi:
Deep Reinforcement Learning for Radio Resource Allocation and Management in Next Generation Heterogeneous Wireless Networks: A Survey. CoRR abs/2106.00574 (2021) - [i47]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Aiman Erbad:
Fine-Grained Data Selection for Improved Energy Efficiency of Federated Edge Learning. CoRR abs/2106.12561 (2021) - [i46]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Aiman Erbad:
Client Selection Approach in Support of Clustered Federated Learning over Wireless Edge Networks. CoRR abs/2108.08768 (2021) - [i45]Imran Khan, Kashif Ahmad, Namra Gul, Talhat Khan, Nasir Ahmad, Ala I. Al-Fuqaha:
Explainable Event Recognition. CoRR abs/2110.00755 (2021) - [i44]Izzat Alsmadi, Kashif Ahmad, Mahmoud Nazzal, Firoj Alam, Ala I. Al-Fuqaha, Abdallah Khreishah, Abdulelah Abdallah Algosaibi:
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions. CoRR abs/2110.13980 (2021) - [i43]Syed Zohaib Hassan, Kashif Ahmad, Michael A. Riegler, Steven Hicks, Nicola Conci, Pål Halvorsen, Ala I. Al-Fuqaha:
Visual Sentiment Analysis: A Natural DisasterUse-case Task at MediaEval 2021. CoRR abs/2111.11471 (2021) - [i42]Muhammad Asif Ayub, Khubaib Ahmad, Kashif Ahmad, Nasir Ahmad, Ala I. Al-Fuqaha:
NLP Techniques for Water Quality Analysis in Social Media Content. CoRR abs/2112.11441 (2021) - [i41]Khubaib Ahmad, Muhammad Asif Ayub, Kashif Ahmad, Ala I. Al-Fuqaha, Nasir Ahmad:
Deep Models for Visual Sentiment Analysis of Disaster-related Multimedia Content. CoRR abs/2112.12060 (2021) - 2020
- [j54]Kashif Ahmad, Khalil Khan, Ala I. Al-Fuqaha:
Intelligent Fusion of Deep Features for Improved Waste Classification. IEEE Access 8: 96495-96504 (2020) - [j53]Lulwa Ahmed, Kashif Ahmad, Naina Said, Basheer Qolomany, Junaid Qadir, Ala I. Al-Fuqaha:
Active Learning Based Federated Learning for Waste and Natural Disaster Image Classification. IEEE Access 8: 208518-208531 (2020) - [j52]Khaled Salah, Ala I. Al-Fuqaha, Mamoun Alazab, Tariq Umer:
Introduction to the special section on recent advances on blockchain infrastructures and applications. Comput. Electr. Eng. 84: 106828 (2020) - [j51]Adnan Qayyum, Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha:
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and the Way Forward. IEEE Commun. Surv. Tutorials 22(2): 998-1026 (2020) - [j50]Adnan Qayyum, Aneeqa Ijaz, Muhammad Usama, Waleed Iqbal, Junaid Qadir, Yehia Elkhatib, Ala I. Al-Fuqaha:
Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security. Frontiers Big Data 3: 587139 (2020) - [j49]Anna Wisniewska, Mohammad Abu Shattal, Bilal Khan, Ala I. Al-Fuqaha, Kirk Dombrowski:
From Blindness to Foraging to Sensing to Sociality: an Evolutionary Perspective on Cognitive Radio Networks. Mob. Networks Appl. 25(5): 1902-1914 (2020) - [j48]Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha, Mounir Hamdi:
The Adversarial Machine Learning Conundrum: Can the Insecurity of ML Become the Achilles' Heel of Cognitive Networks? IEEE Netw. 34(1): 196-203 (2020) - [j47]Ala I. Al-Fuqaha, Ihab Mohammed, Sayed Jahed Hussini, Sameh Sorour:
Severity-Based Prioritized Processing of Packets with Application in VANETs. IEEE Trans. Mob. Comput. 19(2): 484-496 (2020) - [j46]Ting-Yu Mu, Ala I. Al-Fuqaha, Khaled Salah:
Automating the Configuration of MapReduce: A Reinforcement Learning Scheme. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 4183-4196 (2020) - [c73]Shadha Tabatabai, Ihab Mohammed, Ala Al-Fuqaha Senior, Junaid Qadir:
Opportunistic Selection of Vehicular Data Brokers as Relay Nodes to the Cloud. CCNC 2020: 1-6 - [c72]Naina Said, Aysha Nayab, Kashif Ahmad, Muhib Ullah, Touqir Gohar, Ala I. Al-Fuqaha:
PSO and Genetic modeling of Deep Features for Road Passibility Analysis during Floods. IMAWM 2020: 1-6 - [c71]Junaid Qadir, Kok-Lim Alvin Yau, Muhammad Ali Imran, Ala I. Al-Fuqaha:
Engineering Education, Moving into 2020s : Essential Competencies for Effective 21st Century Electrical & Computer Engineers. FIE 2020: 1-9 - [c70]Basheer Qolomany, Kashif Ahmad, Ala I. Al-Fuqaha, Junaid Qadir:
Particle Swarm Optimized Federated Learning For Industrial IoT and Smart City Services. GLOBECOM 2020: 1-6 - [c69]Abdullatif Albaseer, Bekir Sait Ciftler, Mohamed M. Abdallah, Ala I. Al-Fuqaha:
Exploiting Unlabeled Data in Smart Cities using Federated Edge Learning. IWCMC 2020: 1666-1671 - [c68]Firoj Alam, Zohaib Hassan, Kashif Ahmad, Asma Gul, Michael Reiglar, Nicola Conci, Ala I. Al-Fuqaha:
Flood Detection via Twitter Streams Using Textual and Visual Features. MediaEval 2020 - [c67]Abdullah Hamid, Nasrullah Sheikh, Naina Said, Kashif Ahmad, Asma Gul, Laiq Hasan, Ala I. Al-Fuqaha:
Fake News Detection in Social Media Using Graph Neural Networks and NLP Techniques: A COVID-19 Use-Case. MediaEval 2020 - [c66]Naina Said, Kashif Ahmad, Asma Gul, Nasir Ahmad, Ala I. Al-Fuqaha:
Floods Detection in Twitter Text and Images. MediaEval 2020 - [i40]Abdullatif Albaseer, Bekir Sait Ciftler, Mohamed M. Abdallah, Ala I. Al-Fuqaha:
Exploiting Unlabeled Data in Smart Cities using Federated Learning. CoRR abs/2001.04030 (2020) - [i39]Adnan Qayyum, Junaid Qadir, Muhammad Bilal, Ala I. Al-Fuqaha:
Secure and Robust Machine Learning for Healthcare: A Survey. CoRR abs/2001.08103 (2020) - [i38]Inaam Ilahi, Muhammad Usama, Junaid Qadir, Muhammad Umar Janjua, Ala I. Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato:
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning. CoRR abs/2001.09684 (2020) - [i37]Kashif Ahmad, Syed Zohaib Hassan, Nicola Conci, Ala I. Al-Fuqaha:
Deriving Emotions and Sentiments from Visual Content: A Disaster Analysis Use Case. CoRR abs/2002.03773 (2020) - [i36]Elmehdi Illi, Faissal El Bouanani, Paschalis C. Sofotasios, Sami Muhaidat, Daniel Benevides da Costa, Fouad Ayoub, Ala I. Al-Fuqaha:
Analysis of Asymmetric Dual-Hop Energy Harvesting-Based Wireless Communication Systems in Mixed Fading Environments. CoRR abs/2004.02187 (2020) - [i35]Ghezlane Halhoul Merabet, Mohamed Essaaidi, Mohamed Ben Haddou, Basheer Qolomany, Junaid Qadir, Muhammad T. Anan, Ala I. Al-Fuqaha, Mohamed Riduan Abid, Driss Benhaddou:
Artificial Intelligence-Assisted Energy and Thermal Comfort Control for Sustainable Buildings: An Extended Representation of the Systematic Review. CoRR abs/2006.12559 (2020) - [i34]Basheer Qolomany, Ihab Mohammed, Ala I. Al-Fuqaha, Mohsen Guizani, Junaid Qadir:
Trust-Based Cloud Machine Learning Model Selection For Industrial IoT and Smart City Services. CoRR abs/2008.05042 (2020) - [i33]Basheer Qolomany, Kashif Ahmad, Ala I. Al-Fuqaha, Junaid Qadir:
Particle Swarm Optimized Federated Learning For Industrial IoT and Smart City Services. CoRR abs/2009.02560 (2020) - [i32]Syed Zohaib Hassan, Kashif Ahmad, Steven Alexander Hicks, Pål Halvorsen, Ala I. Al-Fuqaha, Nicola Conci, Michael Riegler:
Visual Sentiment Analysis from Disaster Images in Social Media. CoRR abs/2009.03051 (2020) - [i31]Ihab Mohammed, Shadha Tabatabai, Ala I. Al-Fuqaha, Faissal El Bouanani, Junaid Qadir, Basheer Qolomany, Mohsen Guizani:
Budgeted Online Selection of Candidate IoT Clients to Participate in Federated Learning. CoRR abs/2011.09849 (2020) - [i30]Naina Said, Kashif Ahmad, Asma Gul, Nasir Ahmad, Ala I. Al-Fuqaha:
Floods Detection in Twitter Text and Images. CoRR abs/2011.14943 (2020) - [i29]Firoj Alam, Zohaib Hassan, Kashif Ahmad, Asma Gul, Michael Reiglar, Nicola Conci, Ala I. Al-Fuqaha:
Flood Detection via Twitter Streams using Textual and Visual Features. CoRR abs/2011.14944 (2020) - [i28]Abdullah Hamid, Nasrullah Sheikh, Naina Said, Kashif Ahmad, Asma Gul, Laiq Hassan, Ala I. Al-Fuqaha:
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case. CoRR abs/2012.07517 (2020) - [i27]Kashif Ahmad, Majdi Maabreh, Mohamed Ghaly, Khalil Khan, Junaid Qadir, Ala I. Al-Fuqaha:
Developing Future Human-Centered Smart Cities: Critical Analysis of Smart City Security, Interpretability, and Ethical Challenges. CoRR abs/2012.09110 (2020)
2010 – 2019
- 2019
- [j45]Khaled Salah, Muhammad Habib Ur Rehman, Nishara Nizamuddin, Ala I. Al-Fuqaha:
Blockchain for AI: Review and Open Research Challenges. IEEE Access 7: 10127-10149 (2019) - [j44]Hazim Shakhatreh, Ahmad Sawalmeh, Ala I. Al-Fuqaha, Zuochao Dou, Eyad K. Almaita, Issa Khalil, Noor Shamsiah Othman, Abdallah Khreishah, Mohsen Guizani:
Unmanned Aerial Vehicles (UAVs): A Survey on Civil Applications and Key Research Challenges. IEEE Access 7: 48572-48634 (2019) - [j43]Muhammad Usama, Junaid Qadir, Aunn Raza, Hunain Arif, Kok-Lim Alvin Yau, Yehia Elkhatib, Amir Hussain, Ala I. Al-Fuqaha:
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges. IEEE Access 7: 65579-65615 (2019) - [j42]Basheer Qolomany, Ala I. Al-Fuqaha, Ajay Gupta, Driss Benhaddou, Safaa Alwajidi, Junaid Qadir, Alvis Cheuk M. Fong:
Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey. IEEE Access 7: 90316-90356 (2019) - [j41]Omar Darwish, Ala I. Al-Fuqaha, Ghassen Ben Brahim, Ilyes Jenhani, Athanasios V. Vasilakos:
Using hierarchical statistical analysis and deep neural networks to detect covert timing channels. Appl. Soft Comput. 82 (2019) - [j40]Mohammad W. Elbes, Shadi AlZu'bi, Tarek Kanan, Ala I. Al-Fuqaha, Bilal Hawashin:
A survey on particle swarm optimization with emphasis on engineering and network applications. Evol. Intell. 12(2): 113-129 (2019) - [j39]Mohammad W. Elbes, Ahmad Alkhatib, Ala I. Al-Fuqaha, Junaid Qadir:
Using phase shift fingerprints and inertial measurements in support of precise localization in urban areas. Pers. Ubiquitous Comput. 23(5-6): 861-872 (2019) - [j38]Ala I. Al-Fuqaha, Ammar Gharaibeh, Ihab Mohammed, Sayed Jahed Hussini, Abdallah Khreishah, Issa Khalil:
Online Algorithm for Opportunistic Handling of Received Packets in Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 20(1): 285-296 (2019) - [c65]Syed Zohaib Hassan, Kashif Ahmad, Ala I. Al-Fuqaha, Nicola Conci:
Sentiment Analysis from Images of Natural Disasters. ICIAP (2) 2019: 104-113 - [c64]Muhammad Usama, Muhammad Asim, Siddique Latif, Junaid Qadir, Ala I. Al-Fuqaha:
Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems. IWCMC 2019: 78-83 - [c63]Muhammad Usama, Adnan Qayyum, Junaid Qadir, Ala I. Al-Fuqaha:
Black-box Adversarial Machine Learning Attack on Network Traffic Classification. IWCMC 2019: 84-89 - [c62]Kashif Ahmad, Konstantin Pogorelov, Mohib Ullah, Michael Riegler, Nicola Conci, Johannes Langguth, Ala I. Al-Fuqaha:
Multi-Modal Machine Learning for Floods Detection in News, Social Media and Satellite Sequences. MediaEval 2019 - [c61]Muhammad Usama, Muhammad Asim, Junaid Qadir, Ala I. Al-Fuqaha, Muhammad Ali Imran:
Adversarial Machine Learning Attack on Modulation Classification. UCET 2019: 1-4 - [c60]Ihab Mohammed, Shadha Tabatabai, Ala I. Al-Fuqaha, Junaid Qadir:
Opportunistic Data Ferrying in Areas with Limited Information and Communications Infrastructure. VTC Fall 2019: 1-6 - [i26]Basheer Qolomany, Ala I. Al-Fuqaha, Ajay Gupta, Driss Benhaddou, Safaa Alwajidi, Junaid Qadir, Alvis Cheuk M. Fong:
Machine Learning, Big Data, And Smart Buildings: A Comprehensive Survey. CoRR abs/1904.01460 (2019) - [i25]Adnan Qayyum, Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha:
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward. CoRR abs/1905.12762 (2019) - [i24]Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha, Mounir Hamdi:
The Adversarial Machine Learning Conundrum: Can The Insecurity of ML Become The Achilles' Heel of Cognitive Networks? CoRR abs/1906.00679 (2019) - [i23]Ihab Mohammed, Shadha Tabatabai, Ala I. Al-Fuqaha, Junaid Qadir:
Opportunistic Data Ferrying in Areas with Limited Information and Communications Infrastructure. CoRR abs/1906.00850 (2019) - [i22]Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha:
Black-box Adversarial ML Attack on Modulation Classification. CoRR abs/1908.00635 (2019) - [i21]Muhammad Usama, Muhammad Asim, Junaid Qadir, Ala I. Al-Fuqaha, Muhammad Ali Imran:
Adversarial Machine Learning Attack on Modulation Classification. CoRR abs/1909.12167 (2019) - [i20]Naina Said, Kashif Ahmad, Nicola Conci, Ala I. Al-Fuqaha:
Active Learning for Event Detection in Support of Disaster Analysis Applications. CoRR abs/1909.12601 (2019) - [i19]Kashif Ahmad, Konstantin Pogorelov, Mohib Ullah, Michael Riegler, Nicola Conci, Johannes Langguth, Ala I. Al-Fuqaha:
Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satellite Sequences. CoRR abs/1910.02932 (2019) - [i18]Syed Zohaib Hassan, Kashif Ahmad, Nicola Conci, Ala I. Al-Fuqaha:
Sentiment Analysis from Images of Natural Disasters. CoRR abs/1910.04416 (2019) - [i17]Shadha Tabatabai, Ihab Mohammed, Ala I. Al-Fuqaha, Junaid Qadir:
Opportunistic Selection of Vehicular Data Brokers as Relay Nodes to the Cloud. CoRR abs/1910.05307 (2019) - 2018
- [j37]Mohammad Abu Shattal, Anna Wisniewska, Ala I. Al-Fuqaha, Bilal Khan, Kirk Dombrowski:
Evolutionary Game Theory Perspective on Dynamic Spectrum Access Etiquette. IEEE Access 6: 13142-13157 (2018) - [j36]Mehdi Mohammadi, Ala I. Al-Fuqaha:
Exploiting the Spatio-Temporal Patterns in IoT Data to Establish a Dynamic Ensemble of Distributed Learners. IEEE Access 6: 63316-63328 (2018) - [j35]Mehdi Mohammadi, Ala I. Al-Fuqaha:
Enabling Cognitive Smart Cities Using Big Data and Machine Learning: Approaches and Challenges. IEEE Commun. Mag. 56(2): 94-101 (2018) - [j34]Mehdi Mohammadi, Ala I. Al-Fuqaha, Sameh Sorour, Mohsen Guizani:
Deep Learning for IoT Big Data and Streaming Analytics: A Survey. IEEE Commun. Surv. Tutorials 20(4): 2923-2960 (2018) - [j33]Mehdi Mohammadi, Ala I. Al-Fuqaha, Mohsen Guizani, Jun-Seok Oh:
Semisupervised Deep Reinforcement Learning in Support of IoT and Smart City Services. IEEE Internet Things J. 5(2): 624-635 (2018) - [j32]Muhammad Awais Javed, Elyes Ben Hamida, Ala I. Al-Fuqaha, Bharat K. Bhargava:
Adaptive Security for Intelligent Transport System Applications. IEEE Intell. Transp. Syst. Mag. 10(2): 110-120 (2018) - [j31]Zuochao Dou, Issa Khalil, Abdallah Khreishah, Ala I. Al-Fuqaha:
Robust Insider Attacks Countermeasure for Hadoop: Design and Implementation. IEEE Syst. J. 12(2): 1874-1885 (2018) - [j30]Ting-Yu Mu, Ala I. Al-Fuqaha, Khaled Shuaib, Farag M. Sallabi, Junaid Qadir:
SDN Flow Entry Management Using Reinforcement Learning. ACM Trans. Auton. Adapt. Syst. 13(2): 11:1-11:23 (2018) - [j29]Mohammad Abu Shattal, Anna Wisniewska, Bilal Khan, Ala I. Al-Fuqaha, Kirk Dombrowski:
From Channel Selection to Strategy Selection: Enhancing VANETs Using Socially-Inspired Foraging and Deference Strategies. IEEE Trans. Veh. Technol. 67(9): 8919-8933 (2018) - [c59]Anna Wisniewska, Mohammad Abu Shattal, Bilal Khan, Ala I. Al-Fuqaha, Kirk Dombrowski:
Emergence of pecking order in social Cognitive Radio societies. INFOCOM Workshops 2018: 305-311 - [c58]Mehdi Mohammadi, Ala I. Al-Fuqaha, Jun-Seok Oh:
Path Planning in Support of Smart Mobility Applications Using Generative Adversarial Networks. iThings/GreenCom/CPSCom/SmartData 2018: 878-885 - [c57]Omar Darwish, Ala I. Al-Fuqaha, Ghassen Ben Brahim, Ilyes Jenhani, Muhammad T. Anan:
Towards a Streaming Approach to the Mitigation of Covert Timing Channels. IWCMC 2018: 255-260 - [c56]Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha:
Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward. LCN Workshops 2018: 90-97 - [d1]Mehdi Mohammadi, Ala I. Al-Fuqaha:
BLE RSSI Dataset for Indoor localization and Navigation. UCI Machine Learning Repository, 2018
- [i16]Mehdi Mohammadi, Ala I. Al-Fuqaha, Jun-Seok Oh:
Path Planning in Support of Smart Mobility Applications using Generative Adversarial Networks. CoRR abs/1804.08396 (2018) - [i15]Hazim Shakhatreh, Ahmad Sawalmeh, Ala I. Al-Fuqaha, Zuochao Dou, Eyad K. Almaita, Issa Khalil, Noor Shamsiah Othman, Abdallah Khreishah, Mohsen Guizani:
Unmanned Aerial Vehicles: A Survey on Civil Applications and Key Research Challenges. CoRR abs/1805.00881 (2018) - [i14]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani:
Reinforcement Learning for Resource Provisioning in Vehicular Cloud. CoRR abs/1805.11000 (2018) - [i13]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Khaled Shuaib, Farag M. Sallabi:
Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare. CoRR abs/1805.11011 (2018) - [i12]Ting-Yu Mu, Ala I. Al-Fuqaha, Khaled Shuaib, Farag M. Sallabi, Junaid Qadir:
SDN Flow Entry Management Using Reinforcement Learning. CoRR abs/1809.09003 (2018) - [i11]Mehdi Mohammadi, Ala I. Al-Fuqaha:
Enabling Cognitive Smart Cities Using Big Data and Machine Learning: Approaches and Challenges. CoRR abs/1810.04107 (2018) - [i10]Mehdi Mohammadi, Ala I. Al-Fuqaha, Mohsen Guizani, Jun-Seok Oh:
Semi-supervised Deep Reinforcement Learning in Support of IoT and Smart City Services. CoRR abs/1810.04118 (2018) - [i9]Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha:
Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward. CoRR abs/1810.07242 (2018) - 2017
- [j28]Brian Schmidt, Ala I. Al-Fuqaha, Ajay Gupta, Dionysios Kountanis:
Optimizing an artificial immune system algorithm in support of flow-Based internet traffic classification. Appl. Soft Comput. 54: 1-22 (2017) - [j27]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Khaled Shuaib, Farag M. Sallabi:
Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare. Computer 50(7): 74-79 (2017) - [j26]Ammar Gharaibeh, Mohammad A. Salahuddin, Sayed Jahed Hussini, Abdallah Khreishah, Issa Khalil, Mohsen Guizani, Ala I. Al-Fuqaha:
Smart Cities: A Survey on Data Management, Security, and Enabling Technologies. IEEE Commun. Surv. Tutorials 19(4): 2456-2501 (2017) - [j25]Zuochao Dou, Issa Khalil, Abdallah Khreishah, Ala I. Al-Fuqaha, Mohsen Guizani:
Systematization of Knowledge (SoK): A Systematic Review of Software-Based Web Phishing Detection. IEEE Commun. Surv. Tutorials 19(4): 2797-2819 (2017) - [j24]Ammar Gharaibeh, Abdallah Khreishah, Mehdi Mohammadi, Ala I. Al-Fuqaha, Issa Khalil, Ammar Rayes:
Online Auction of Cloud Resources in Support of the Internet of Things. IEEE Internet Things J. 4(5): 1583-1596 (2017) - [c55]Basheer Qolomany, Ala I. Al-Fuqaha, Driss Benhaddou, Ajay Gupta:
Role of Deep LSTM Neural Networks and Wi-Fi Networks in Support of Occupancy Prediction in Smart Buildings. HPCC/SmartCity/DSS 2017: 50-57 - [c54]Anna Wisniewska, Bilal Khan, Ala I. Al-Fuqaha, Kirk Dombrowski, Mohammad Abu Shattal:
When brands fight over bands: Sociality in the cognitive radio ecosystem. ICC 2017: 1-6 - [c53]Mohammad Abu Shattal, Ala I. Al-Fuqaha, Bilal Khan, Kirk Dombrowski, Anna Wisniewska:
Evolution of bio-socially inspired strategies in support of dynamic spectrum access. ICC Workshops 2017: 289-295 - [c52]Omar Darwish, Ala I. Al-Fuqaha, Ghassen Ben Brahim, Muhammad Awais Javed:
Using MapReduce and hierarchical entropy analysis to speed-up the detection of covert timing channels. IWCMC 2017: 1102-1107 - [c51]Basheer Qolomany, Majdi Maabreh, Ala I. Al-Fuqaha, Ajay Gupta, Driss Benhaddou:
Parameters optimization of deep learning models using Particle swarm optimization. IWCMC 2017: 1285-1290 - [c50]Shadha Tabatabai, Ihab Mohammed, Ala I. Al-Fuqaha, Mohammad A. Salahuddin:
Managing a cluster of IoT brokers in support of smart city applications. PIMRC 2017: 1-6 - [e1]Faissal El Bouanani, Ahmed Habbani, Driss Benhaddou, Ala I. Al-Fuqaha:
Proceedings of the 2017 International Conference on Smart Digital Environment, ICSDE 2017, Rabat, Morocco, July 21-23, 2017. ACM 2017, ISBN 978-1-4503-5281-9 [contents] - [i8]Ala I. Al-Fuqaha, Omar Al-Ibrahim, Ammar Rayes:
Geo-Encryption Protocol For Mobile Networks. CoRR abs/1706.06902 (2017) - [i7]Osama Awwad, Ala I. Al-Fuqaha, Bilal Khan, Ghassen Ben Brahim:
Topology Control Schema for Better QoS in Hybrid RF/FSO Mesh Networks. CoRR abs/1706.06916 (2017) - [i6]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui:
RSU Cloud and its Resource Management in support of Enhanced Vehicular Applications. CoRR abs/1706.06921 (2017) - [i5]Muhammad Usama, Junaid Qadir, Aunn Raza, Hunain Arif, Kok-Lim Alvin Yau, Yehia Elkhatib, Amir Hussain, Ala I. Al-Fuqaha:
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges. CoRR abs/1709.06599 (2017) - [i4]Basheer Qolomany, Majdi Maabreh, Ala I. Al-Fuqaha, Ajay Gupta, Driss Benhaddou:
Parameters Optimization of Deep Learning Models using Particle Swarm Optimization. CoRR abs/1711.10354 (2017) - [i3]Basheer Qolomany, Ala I. Al-Fuqaha, Driss Benhaddou, Ajay Gupta:
Role of Deep LSTM Neural Networks And WiFi Networks in Support of Occupancy Prediction in Smart Buildings. CoRR abs/1711.10355 (2017) - [i2]Mehdi Mohammadi, Ala I. Al-Fuqaha, Sameh Sorour, Mohsen Guizani:
Deep Learning for IoT Big Data and Streaming Analytics: A Survey. CoRR abs/1712.04301 (2017) - [i1]Mehdi Mohammadi, Ala I. Al-Fuqaha, Zijiang James Yang:
A High-Level Rule-based Language for Software Defined Network Programming based on OpenFlow. CoRR abs/1712.04706 (2017) - 2016
- [j23]Muhammad T. Anan, Ala I. Al-Fuqaha, Nidal Nasser, Ting-Yu Mu, Husnain Bustam:
Empowering networking research and experimentation through Software-Defined Networking. J. Netw. Comput. Appl. 70: 140-155 (2016) - [j22]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani:
Reinforcement learning for resource provisioning in the vehicular cloud. IEEE Wirel. Commun. 23(4): 128-135 (2016) - [c49]Brian Schmidt, Ala I. Al-Fuqaha:
A new approach to optimized negative selection. CEC 2016: 1793-1799 - [c48]Anna Wisniewska, Bilal Khan, Ala I. Al-Fuqaha, Kirk Dombrowski, Mohammad Abu Shattal:
Social deference and hunger as mechanisms for starvation avoidance in cognitive radio societies. IWCMC 2016: 1063-1068 - [c47]Muhammad T. Anan, Nidal Nasser, A. Ahmed, Ala I. Al-Fuqaha:
Optimization of power and migration cost in virtualized data centers. WCNC 2016: 1-5 - 2015
- [j21]Ala I. Al-Fuqaha, Abdallah Khreishah, Mohsen Guizani, Ammar Rayes, Mehdi Mohammadi:
Toward better horizontal integration among IoT services. IEEE Commun. Mag. 53(9): 72-79 (2015) - [j20]Ala I. Al-Fuqaha, Mohsen Guizani, Mehdi Mohammadi, Mohammed Aledhari, Moussa Ayyash:
Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications. IEEE Commun. Surv. Tutorials 17(4): 2347-2376 (2015) - [j19]Mohammad Ali Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani:
Software-Defined Networking for RSU Clouds in Support of the Internet of Vehicles. IEEE Internet Things J. 2(2): 133-144 (2015) - [j18]Ammar Kamel, Ala I. Al-Fuqaha, Mohsen Guizani:
Exploiting Client-Side Collected Measurements to Perform QoS Assessment of IaaS. IEEE Trans. Mob. Comput. 14(9): 1876-1887 (2015) - [c46]Omar Darwish, Ala I. Al-Fuqaha, Muhammad T. Anan, Nidal Nasser:
The role of hierarchical entropy analysis in the detection and time-scale determination of covert timing channels. IWCMC 2015: 153-159 - 2014
- [j17]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani:
Exploiting Context Severity to Achieve Opportunistic Service Differentiation in Vehicular Ad hoc Networks. IEEE Trans. Veh. Technol. 63(6): 2901-2915 (2014) - [c45]Brian Schmidt, Dionysios Kountanis, Ala I. Al-Fuqaha:
A Biologically-Inspired Approach to Network Traffic Classification for Resource-Constrained Systems. BDC 2014: 113-118 - [c44]Brian Schmidt, Dionysios Kountanis, Ala I. Al-Fuqaha:
Artificial Immune System Inspired Algorithm for Flow-Based Internet Traffic Classification. CloudCom 2014: 664-667 - [c43]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui:
RSU cloud and its resource management in support of enhanced vehicular applications. GLOBECOM Workshops 2014: 127-132 - [c42]Muhammad T. Anan, L. Ilyes, Moussa Ayyash, Ala I. Al-Fuqaha:
Cloud-based autonomic service monitoring for Future Internet. IWCMC 2014: 63-68 - 2013
- [j16]Osama Awwad, Ala I. Al-Fuqaha, Ghassen Ben Brahim, Bilal Khan, Ammar Rayes:
Distributed topology control in large-scale hybrid RF/FSO networks: SIMT GPU-based particle swarm optimization approach. Int. J. Commun. Syst. 26(7): 888-911 (2013) - [j15]Hesham J. Abed, Ala I. Al-Fuqaha, Bilal Khan, Ammar Rayes:
Efficient failure prediction in autonomic networks based on trend and frequency analysis of anomalous patterns. Int. J. Netw. Manag. 23(3): 186-213 (2013) - [j14]Ala I. Al-Fuqaha, Mohammad W. Elbes, Ammar Rayes:
An intelligent data fusion technique based on the particle filter to perform precise outdoor localization. Int. J. Pervasive Comput. Commun. 9(2): 163-183 (2013) - [j13]Mohammad W. Elbes, Ala I. Al-Fuqaha, Muhammad T. Anan:
A Precise Indoor Localization Approach based on Particle Filter and Dynamic Exclusion Techniques. Netw. Protoc. Algorithms 5(2): 50-71 (2013) - [c41]Mohammad W. Elbes, Ala I. Al-Fuqaha:
Design of a Social Collaboration and Precise Localization Services for the Blind and Visually Impaired. EUSPN/ICTH 2013: 282-291 - [c40]Lotfi Ben Othmane, Ala I. Al-Fuqaha, Elyes Ben Hamida, Mark van den Brand:
Towards extended safety in connected vehicles. ITSC 2013: 652-657 - [c39]Omer Demir, Bilal Khan, Ghassen Ben Brahim, Ala I. Al-Fuqaha:
Optimizing agent placement for flow reconstruction of DDoS attacks. IWCMC 2013: 83-89 - [c38]Toleen Jaradat, Driss Benhaddou, Manikanden Balakrishnan, Ala I. Al-Fuqaha:
Energy efficient cross-layer routing protocol in Wireless Sensor Networks based on fuzzy logic. IWCMC 2013: 177-182 - [c37]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Frederic Jacquelin, Yohan Shim:
Context severity based opportunistic service reprioritization for IEEE 802.11p VANETs. IWCMC 2013: 1623-1628 - [c36]Ammar Kamel, Ala I. Al-Fuqaha, Dionysios Kountanis, Issa Khalil:
Towards a client-side QoS monitoring and assessment using Generalized Pareto Distribution in a cloud-based environment. WCNC Workshops 2013: 123-128 - 2012
- [j12]Osama Awwad, Ala I. Al-Fuqaha, Bilal Khan, Ghassen Ben Brahim:
Topology Control Schema for Better QoS in Hybrid RF/FSO Mesh Networks. IEEE Trans. Commun. 60(5): 1398-1406 (2012) - [c35]Mohammad A. Salahuddin, Ala I. Al-Fuqaha:
Opportunistic service promotion for end-to-end delay minimization in IEEE 802.11p vehicular networks. GLOBECOM Workshops 2012: 180-185 - [c34]Mohammad W. Elbes, Ala I. Al-Fuqaha, Ammar Rayes:
Gyroscope drift correction based on TDoA technology in support of Pedestrian Dead Reckoning. GLOBECOM Workshops 2012: 314-319 - [c33]Ammar Kamel, Ala I. Al-Fuqaha, Driss Benhaddou:
Client-based QoS data selection and modeling using generalized extreme value theorem and linear opinion pool. ICC 2012: 7045-7049 - [c32]Ammar Kamel, Ala I. Al-Fuqaha, Driss Benhaddou:
A client-based QoS approach using generalized extreme value theorem in multi-hop network environments. ICCIT 2012: 302-307 - 2011
- [c31]Ammar Kamel, Ala I. Al-Fuqaha:
Client-side architecture for mobile service QoS monitoring using Generalized Extreme Value theorem. GLOBECOM Workshops 2011: 690-694 - [c30]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Vinay B. Gavirangaswamy, Marko Ljucovic, Muhammad T. Anan:
An efficient artificial landmark-based system for indoor and outdoor identification and localization. IWCMC 2011: 583-588 - 2010
- [c29]Hesham J. Abed, Ala I. Al-Fuqaha, Mohsen Guizani, Ammar Rayes:
Failure Prediction Based on Multi-Scale Frequent Anomalous Behavior Identification in Support of Autonomic Networks. GLOBECOM 2010: 1-5 - [c28]Zeki Bilgin, Bilal Khan, Ala I. Al-Fuqaha:
Using connection expansion to reduce control traffic in MANETs. IWCMC 2010: 534-538 - [c27]Zeki Bilgin, Bilal Khan, Ala I. Al-Fuqaha:
Only the short die old: route optimization in MANETs by dynamic subconnection shrinking. IWCMC 2010: 681-685 - [c26]Omer Demir, Bilal Khan, Ala I. Al-Fuqaha:
Reconstruction of malicious internet flows. IWCMC 2010: 1182-1187
2000 – 2009
- 2009
- [j11]Wassim El-Hajj, Ala I. Al-Fuqaha, Mohsen Guizani, Hsiao-Hwa Chen:
On Efficient Network Planning and Routing in Large-Scale MANETs. IEEE Trans. Veh. Technol. 58(7): 3796-3801 (2009) - [j10]Zille Huma Kamal, Ala I. Al-Fuqaha, Ajay Gupta:
Lagrangean relaxation for service location in large-scale networks with QoS constraints. Wirel. Commun. Mob. Comput. 9(12): 1668-1682 (2009) - [c25]Osama Awwad, Ala I. Al-Fuqaha, Bilal Khan, Driss Benhaddou, Mohsen Guizani, Ammar Rayes:
Bayesian-Based Game Theoretic Model to Guarantee Cooperativeness in Hybrid RF/FSO Mesh Networks. GLOBECOM 2009: 1-7 - [c24]Mohammad W. Elbes, Ala I. Al-Fuqaha, Mohsen Guizani, Ammar Rayes, Jun-Seok Oh:
A New Hierarchical and Adaptive Protocol for Minimum-Delay V2V Communication. GLOBECOM 2009: 1-6 - [c23]Ala I. Al-Fuqaha, Ammar Rayes, Mohsen Guizani, Mrinal Khanvilkar, Mohammed Ahmed:
Intelligent Service Monitoring and Support. ICC 2009: 1-6 - 2008
- [j9]Ghassen Ben Brahim, Bilal Khan, Ala I. Al-Fuqaha, Mohsen Guizani:
Weak many vs. strong few: reducing BER through packet duplication in power-budgeted wireless connections. Int. J. Sens. Networks 4(3): 145-154 (2008) - [j8]Wassim El-Hajj, Dionysios Kountanis, Ala I. Al-Fuqaha, Sghaier Guizani:
A fuzzy-based virtual backbone routing for large-scale MANETs. Int. J. Sens. Networks 4(4): 250-259 (2008) - [j7]Ala I. Al-Fuqaha, Bilal Khan, Ammar Rayes, Mohsen Guizani, Osama Awwad, Ghassen Ben Brahim:
Opportunistic Channel Selection Strategy for Better QoS in Cooperative Networks with Cognitive Radio Capabilities. IEEE J. Sel. Areas Commun. 26(1): 156-167 (2008) - [c22]Ghassen Ben Brahim, Ala I. Al-Fuqaha, Mohsen Guizani, Bilal Khan:
A Model for Cooperative Mobility and Budgeted QoS in MANETs with Heterogenous Autonomy Requirements. GLOBECOM 2008: 399-403 - [c21]Zill-E-Huma Kamal, Ala I. Al-Fuqaha, Ajay Gupta:
Using Lagrangean Relaxation for Service Location Planning with QoS Constraints in Large-Scale Networks. ICC 2008: 424-428 - [c20]Rana Ezzine, Ala I. Al-Fuqaha, Rafik Braham, Abdelfettah Belghith:
A new generic model for signal propagation in Wi-Fi and WiMAX environments. Wireless Days 2008: 1-5 - 2007
- [j6]Ala I. Al-Fuqaha, Omar Al-Ibrahim:
Geo-encryption protocol for mobile networks. Comput. Commun. 30(11-12): 2510-2517 (2007) - [j5]Osama Awwad, Ala I. Al-Fuqaha, Ammar Rayes:
Traffic grooming, routing, and wavelength assignment in WDM transport networks with sparse grooming resources. Comput. Commun. 30(18): 3508-3524 (2007) - [c19]Ghassen Ben Brahim, Bilal Khan, Ala I. Al-Fuqaha, Mohsen Guizani, Dionysios Kountanis:
Surrendering Autonomy: Can Cooperative Mobility Help? Euro-Par 2007: 901-910 - [c18]Ghassen Ben Brahim, Osama Awwad, Ala I. Al-Fuqaha, Bilal Khan, Dionysios Kountanis, Mohsen Guizani:
Using MILP for Optimal Movement Planning in MANETs with Cooperative Mobility. GLOBECOM 2007: 1201-1205 - [c17]Vijay Bhuse, Ajay Gupta, Ala I. Al-Fuqaha:
Detection of Masquerade Attacks on Wireless Sensor Networks. ICC 2007: 1142-1147 - [c16]Omar Al-Ibrahim, Ala I. Al-Fuqaha, Doug Van Dyk, Nolen Akerman:
Mobility Support for Geo-Encryption. ICC 2007: 1492-1496 - [c15]Ghassen Ben Brahim, Ala I. Al-Fuqaha, Dionysios Kountanis, Bilal Khan:
A new fuzzy-based cooperative movement model in support of qos in wireless ad-hoc network. IWCMC 2007: 158-163 - [c14]Ghassen Ben Brahim, Ala I. Al-Fuqaha, Bilal Khan:
Multigrid techniques for movement planning in manets with cooperative mobility. IWCMC 2007: 197-201 - [c13]Zille Huma Kamal, Ala I. Al-Fuqaha, Ajay Gupta:
A service location problem with QoS constraints. IWCMC 2007: 641-646 - 2006
- [c12]Ghassen Ben Brahim, Bilal Khan, Ala I. Al-Fuqaha, Mohsen Guizani:
Harnessing the Parity of Multiple Errors in End-to-End MAC Schemes. GLOBECOM 2006 - [c11]Chaoli Cai, Song Ci, Sghaier Guizani, Ala I. Al-Fuqaha:
Constructing an Efficient Mobility Profile of Ad-Hoc Node for Mobility-Pattern-Based Anomaly Detection in MANET. GLOBECOM 2006 - [c10]Bilal Khan, Ghassen Ben Brahim, Ala I. Al-Fuqaha, Mohsen Guizani:
Minimizing Wireless Connection BER through the Dynamic Distribution of Budgeted Power. GLOBECOM 2006 - [c9]Osama Awwad, Ala I. Al-Fuqaha, Mohsen Guizani:
Genetic Approach for Traffic Grooming, Routing, and Wavelength Assignment in WDM Optical Networks with Sparse Grooming Resources. ICC 2006: 2447-2452 - [c8]Wassim El-Hajj, Dionysios Kountanis, Ala I. Al-Fuqaha, Mohsen Guizani:
A Fuzzy-Based Hierarchical Energy Efficient Routing Protocol for Large Scale Mobile Ad Hoc Networks (FEER). ICC 2006: 3585-3590 - [c7]Ghassen Ben Brahim, Bilal Khan, Ala I. Al-Fuqaha, Mohsen Guizani, Ammar Rayes:
Using Energy-Efficient Overlays to Reduce Packet Error Rates in Wireless Ad-Hoc Networks. ICC 2006: 3717-3722 - [c6]Wassim El-Hajj, Dionysios Kountanis, Ala I. Al-Fuqaha, Hani Harbi:
Optimal hierarchical energy efficient design for MANETs. IWCMC 2006: 287-292 - 2005
- [c5]Ala I. Al-Fuqaha, Omar Al-Ibrahim, Joe Baird:
A mobility model of GPS-based encryption. GLOBECOM 2005: 5 - 2004
- [j4]Ala I. Al-Fuqaha, Ghulam M. Chaudhry, Mohsen Guizani, Miguel A. Labrador:
Routing framework for all-optical DWDM metro and long-haul transport networks with sparse wavelength conversion capabilities. IEEE J. Sel. Areas Commun. 22(8): 1443-1459 (2004) - [c4]Ala I. Al-Fuqaha, Ghulam M. Chaudhry, Cory C. Beard, Mohsen Guizani, Miguel A. Labrador, Ibrahim W. Habib:
Link-state update policies for all-optical DWDM transport networks. ICC 2004: 1831-1835 - 2003
- [c3]Ala I. Al-Fuqaha, Ghulam M. Chaudhry, Mohsen Guizani, Ghassen Ben Brahim:
Routing in all-optical DWDM networks with sparse wavelength conversion capabilities. GLOBECOM 2003: 2569-2574 - 2002
- [j3]Mohsen Guizani, Ala I. Al-Fuqaha:
Design and Simulation of a New Queuing Architecture for Large-Scale ATM Switches. Simul. 78(7): 431-446 (2002) - 2001
- [j2]Mohsen Guizani, Ammar Rayes, Ala I. Al-Fuqaha:
Link Sizing for Multi-Media Traffic Transported over IP. Clust. Comput. 4(4): 335-342 (2001) - [j1]Mohsen Guizani, Ala I. Al-Fuqaha:
A new queuing strategy for large scale ATM switches. IEEE Commun. Mag. 39(12): 142-146 (2001) - [c2]Mohsen Guizani, Ala I. Al-Fuqaha:
New Queuing Strategy for Large Scale ATM Switches. Annual Simulation Symposium 2001: 43- - [c1]Driss Benhaddou, Ala I. Al-Fuqaha, Ghulam M. Chaudhry:
New Multiprotocol WDM/CDMA-Based Optical Switch Architecture. Annual Simulation Symposium 2001: 285-291
Coauthor Index
[j99] [j98] [j97] [i69] [i68] [i63] [j69] [j58] [j57] [i50] [i34] [i31] [j44] [j34] [j33] [i15] [i14] [i13] [i10] [j27] [j26] [j25] [i6] [i2] [j22] [j21] [j20] [j19] [j18] [j17] [c43] [c29] [j11] [c25] [c24] [c23] [j9] [j7] [c22] [c19] [c18] [c12] [c10] [c9] [c8] [c7] [j4] [c4] [c3] [j3] [j2] [j1] [c2]
Mahdi Mohammadi
aka: Mehdi Mohammadi
aka: Mehdi Mohammadi
[j97] [j95] [j94] [j93] [j92] [j91] [j90] [j89] [j88] [c85] [c84] [i66] [i65] [i63] [i62] [i61] [i60] [j74] [j73] [j72] [j67] [j66] [j63] [j62] [i57] [i55] [i54] [j58] [j57] [c77] [i53] [i52] [i51] [j53] [j51] [j50] [j48] [c73] [c71] [c70] [i39] [i38] [i35] [i34] [i33] [i31] [i27] [j43] [j42] [j39] [c64] [c63] [c61] [c60] [i26] [i25] [i24] [i23] [i22] [i21] [i17] [j30] [c56] [i12] [i9] [i5]
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