Al-Fuqaha, Ala

1. Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning
   2020/01/27 by Ilahi, Inaam, Usama, Muhammad, Qadir, Junaid +4 · 14 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Secure and Robust Machine Learning for Healthcare: A Survey
   2020/01/21 by Qayyum, Adnan, Qadir, Junaid, Bilal, Muhammad +1 · 8 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
3. Deep Learning for IoT Big Data and Streaming Analytics: A Survey
   2017/12/09 by Mohammadi, Mehdi, Al-Fuqaha, Ala, Sorour, Sameh +1 · 7 citations
   #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
4. Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge
   2021/01/19 by Adnan Qayyum, Qayyum, Adnan, Kashif Ahmad +7 · 6 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging #and Cluster Computing (cs.DC)
5. Motion Comfort Optimization for Autonomous Vehicles: Concepts, Methods, and Techniques
   2023/06/15 by Mohammed Aledhari, Aledhari, Mohammed, Mohamed Rahouti +9 · 4 citations
   Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Ergonomics and Musculoskeletal Disorders #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Sleep and Work-Related Fatigue
6. Unsupervised Machine Learning for Networking: Techniques, Applications\n and Research Challenges
   2017/09/19 by Muhammad Usama, Usama, Muhammad, Junaid Qadir +13 · 2 citations
   Computer Science · Social Sciences · #Advanced Computing and Algorithms #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
7. Visual Sentiment Analysis from Disaster Images in Social Media
   2020/09/04 by Syed Zohaib Hassan, Kashif Ahmad, Hassan, Syed Zohaib +11 · 2 citations
   Computer Science · Social Sciences · #Sentiment Analysis and Opinion Mining #Public Relations and Crisis Communication
8. Developing Future Human-Centered Smart Cities: Critical Analysis of Smart City Security, Interpretability, and Ethical Challenges
   2020/12/14 by Kashif Ahmad, Ahmad, Kashif, Majdi Maabreh +10 · 2 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Legal and Policy Issues
9. Semi-decentralized Inference in Heterogeneous Graph Neural Networks for Traffic Demand Forecasting: An Edge-Computing Approach
   2023/02/28 by Mahmoud Nazzal, Nazzal, Mahmoud, Abdallah Khreishah +7 · 2 citations
   Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation and Mobility Innovations
10. Adversarial Machine Learning for Social Good: Reframing the Adversary as an Ally
    2023/10/05 by Shawqi Al-Maliki, Adnan Qayyum, Al-Maliki, Shawqi +13 · 2 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI
11. SDN Flow Entry Management Using Reinforcement Learning
    2018/09/24 by Tingyu Mu, Mu, Ting-Yu, Ala Al‐Fuqaha +7 · 1 citation
    Computer Science · Engineering · Materials Science · #Advanced Memory and Neural Computing #Conducting polymers and applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI) #Performance (cs.PF) #Software-Defined Networks and 5G
12. Sentiment Analysis from Images of Natural Disasters
    2019/10/10 by Syed Zohaib, Zohaib, Syed, Kashif Ahmad +5 · 1 citation
    Computer Science · #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Advanced Text Analysis Techniques
13. Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case
    2020/11/30 by Abdullah Hamid, Nasrullah Shiekh, Hamid, Abdullah +10 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Spam and Phishing Detection #Topic Modeling
14. Budgeted Online Selection of Candidate IoT Clients to Participate in\n Federated Learning
    2020/11/16 by Ihab Mohammed, Mohammed, Ihab, Shadha Tabatabai +11 · 1 citation
    Computer Science · Social Sciences · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
15. Client Selection Approach in Support of Clustered Federated Learning\n over Wireless Edge Networks
    2021/08/16 by Abdullatif Albaseer, Albaseer, Abdullatif, Mohamed Abdallah +5 · 1 citation
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Wireless Networks and Protocols #and Cluster Computing (cs.DC)
16. Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions
    2021/10/26 by Izzat Alsmadi, Kashif Ahmad, Alsmadi, Izzat +11 · 1 citation
    Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Advanced Malware Detection Techniques
17. Meta Reinforcement Learning for Strategic IoT Deployments Coverage in Disaster-Response UAV Swarms
    2024/01/20 by Marwan Dhuheir, Dhuheir, Marwan, Aiman Erbad +3 · 1 citation
    Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Robotics and Sensor-Based Localization #UAV Applications and Optimization