A Review of Fog Computing and Machine Learning: Concepts, Applications, Challenges, and Open Issues. - Karrar Hameed Abdulkareem; Mazin Abed Mohammed; Saraswathy Shamini Gunasekaran; Mohammed Nasser Al-Mhiqani; Ammar Awad Mutlag; Salama A. Mostafa; Nabeel Salih Ali; Dheyaa Ahmed Ibrahim (IEEE Access, 2019)

Enabling technologies for fog computing in healthcare IoT systems. - Ammar Awad Mutlag; Mohd Khanapi Abd Ghani; Arunkumar N.; Mazin Abed Mohammed; Othman Mohd (Future Gener. Comput. Syst., 2019)

Benchmarking Methodology for Selection of Optimal COVID-19 Diagnostic Model Based on Entropy and TOPSIS Methods. - Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Alaa S. Al-Waisy; Salama A. Mostafa; Shumoos Al-Fahdawi; Ahmed Musa Dinar; Wajdi Alhakami; Abdullah Baz; Mohammed Nasser Al-Mhiqani; Hosam Alhakami 001; Nureize Arbaiy; Mashael S. Maashi; et al. (IEEE Access, 2020)

MAFC: Multi-Agent Fog Computing Model for Healthcare Critical Tasks Management. - Ammar Awad Mutlag; Mohd Khanapi Abd Ghani; Mazin Abed Mohammed; Mashael S. Maashi; Othman Mohd; Salama A. Mostafa; Karrar Hameed Abdulkareem; Gonçalo Marques; Isabel de la Torre Díez (Sensors, 2020)

Attack graph reachability: concept, analysis, challenges and issues. - Zaid J. Al-Araji; Sharifah Sakinah Syad Ahmed; Raihana Syahirah Abdullah; Ammar Awad Mutlag; Hayder Adil Abdul Raheem; Siti Rohanah Hasan Basri (Netw. Secur., 2021)

Multi-Agent Systems in Fog-Cloud Computing for Critical Healthcare Task Management Model (CHTM) Used for ECG Monitoring. - Ammar Awad Mutlag; Mohd Khanapi Abd Ghani; Mazin Abed Mohammed; Abdullah Lakhan; Othman Mohd; Karrar Hameed Abdulkareem; Begonya Garcia-Zapirain (Sensors, 2021)

Comprehensive Review of Machine Learning (ML) in Image Defogging: Taxonomy of Concepts, Scenes, Feature Extraction, and Classification techniques. - Zainab Hussein Arif; Moamin A. Mahmoud; Karrar Hameed Abdulkareem; Mazin Abed Mohammed; Mohammed Nasser Al-Mhiqani; Ammar Awad Mutlag; Robertas Damasevicius (IET Image Process., 2022)

A new fog computing resource management (FRM) model based on hybrid load balancing and scheduling for critical healthcare applications. - Ammar Awad Mutlag; Mohd Khanapi Abd Ghani; Othman Mohd; Karrar Hameed Abdulkareem; Mazin Abed Mohammed; Meshal Alharbi; Zaid J. Al-Araji (Phys. Commun., 2023)