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)

Fault-Tolerant mHealth Framework in the Context of IoT-Based Real-Time Wearable Health Data Sensors. - Osamah Shihab Albahri; Ahmed Shihab Albahri; A. A. Zaidan 001; B. B. Zaidan; M. A. Alsalem 001; Ali H. Mohsin; K. I. Mohammed; Abdullah Hussein Alamoodi; Shahad Nidhal; Odai Enaizan; Mohammed A. Chyad; Karrar Hameed Abdulkareem; et al. (IEEE Access, 2019)

Based Multiple Heterogeneous Wearable Sensors: A Smart Real-Time Health Monitoring Structured for Hospitals Distributor. - Ahmed Shihab Albahri; Osamah Shihab Albahri; A. A. Zaidan 001; B. B. Zaidan; M. Hashim 001; M. A. Alsalem 001; Ali H. Mohsin; K. I. Mohammed; Abdullah Hussein Alamoodi; Odai Enaizan; Shahad Nidhal; Omar Zughoul; et al. (IEEE Access, 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)

A Uniform Intelligent Prioritisation for Solving Diverse and Big Data Generated From Multiple Chronic Diseases Patients Based on Hybrid Decision-Making and Voting Method. - K. I. Mohammed; Jafreezal Jaafar; A. A. Zaidan 001; Osamah Shihab Albahri; B. B. Zaidan; Karrar Hameed Abdulkareem; Ali Najm Jasim; Ali. H. Shareef; M. J. Baqer; Ahmed Shihab Albahri; M. A. Alsalem 001; Abdullah Hussein Alamoodi (IEEE Access, 2020)

Helping doctors hasten COVID-19 treatment: Towards a rescue framework for the transfusion of best convalescent plasma to the most critical patients based on biological requirements via ml and novel MCDM methods. - Osamah Shihab Albahri; Jameel R. Al-Obaidi; A. A. Zaidan 001; Ahmed Shihab Albahri; B. B. Zaidan; Mahmood Maher Salih; Abdulhadi Qays; Kareem Abbas Dawood; R. T. Mohammed 001; Karrar Hameed Abdulkareem; A. M. Aleesa; Abdullah Hussein Alamoodi; et al. (Comput. Methods Programs Biomed., 2020)

A Novel Multi-Perspective Benchmarking Framework for Selecting Image Dehazing Intelligent Algorithms Based on BWM and Group VIKOR Techniques. - Karrar Hameed Abdulkareem; Nureize Arbaiy; A. A. Zaidan 001; B. B. Zaidan; Osamah Shihab Albahri; M. A. Alsalem 001; Mahmood Maher Salih (Int. J. Inf. Technol. Decis. Mak., 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)

EEG feature fusion for motor imagery: A new robust framework towards stroke patients rehabilitation. - Noor Kamal Al-Qazzaz; Zaid Abdi Alkareem Alyasseri; Karrar Hameed Abdulkareem; Nabeel Salih Ali; Mohammed Nasser Al-Mhiqani; Christoph Guger (Comput. Biol. Medicine, 2021)

Mapping and Deep Analysis of Image Dehazing: Coherent Taxonomy, Datasets, Open Challenges, Motivations, and Recommendations. - Karrar Hameed Abdulkareem; Nureize Arbaiy; Zainab Hussein Arif; Mohammed Nasser Al-Mhiqani; Mazin Abed Mohammed; Seifedine Kadry 001; Zaid Abdi Alkareem Alyasseri (Int. J. Interact. Multim. Artif. Intell., 2021)

Realizing an Effective COVID-19 Diagnosis System Based on Machine Learning and IoT in Smart Hospital Environment. - Karrar Hameed Abdulkareem; Mazin Abed Mohammed; Ahmad Salim; Muhammad Arif 009; Oana Geman; Deepak Gupta 002; Ashish Khanna (IEEE Internet Things J., 2021)

IoT based smart agrotech system for verification of Urban farming parameters. - Amit Kumer Podder; Abdullah Al Bukhari; Sayemul Islam; Sujon Mia; Mazin Abed Mohammed; Nallapaneni Manoj Kumar; Korhan Cengiz; Karrar Hameed Abdulkareem (Microprocess. Microsystems, 2021)

A new standardisation and selection framework for real-time image dehazing algorithms from multi-foggy scenes based on fuzzy Delphi and hybrid multi-criteria decision analysis methods. - Karrar Hameed Abdulkareem; Nureize Arbaiy; A. A. Zaidan 001; B. B. Zaidan; Osamah Shihab Albahri; M. A. Alsalem 001; Mahmood Maher Salih (Neural Comput. Appl., 2021)

Machine learning-data mining integrated approach for premature ventricular contraction prediction. - Qurat-Ul-Ain Mastoi; Muhammad Suleman Memon; Abdullah Lakhan; Mazin Abed Mohammed; Mumtaz Qabulio; Fadi Al-Turjman 001; Karrar Hameed Abdulkareem (Neural Comput. Appl., 2021)

Federated learning enables intelligent reflecting surface in fog-cloud enabled cellular network. - Abdullah Lakhan; Mazin Abed Mohammed; Seifedine Nimer Kadry; Karrar Hameed Abdulkareem; Fahad Taha AL-Dhief; Ching-Hsien Hsu (PeerJ Comput. Sci., 2021)

Smart-Contract Aware Ethereum and Client-Fog-Cloud Healthcare System. - Abdullah Lakhan; Mazin Abed Mohammed; Ahmed Noori Rashid; Seifedine Nimer Kadry; Thammarat Panityakul; Karrar Hameed Abdulkareem; Orawit Thinnukool (Sensors, 2021)

Adversarial Attack and Defence through Adversarial Training and Feature Fusion for Diabetic Retinopathy Recognition. - Sheeba Lal; Saeed Ur Rehman; Jamal Hussain Shah; Talha Meraj; Hafiz Tayyab Rauf; Robertas Damasevicius; Mazin Abed Mohammed; Karrar Hameed Abdulkareem (Sensors, 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)

A Multi-agent Feature Selection and Hybrid Classification Model for Parkinson's Disease Diagnosis. - Mazin Abed Mohammed; Mohamed Elhoseny; Karrar Hameed Abdulkareem; Salama A. Mostafa; Mashael S. Maashi (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Efficient deep-reinforcement learning aware resource allocation in SDN-enabled fog paradigm. - Abdullah Lakhan; Mazin Abed Mohammed; Omar Ibrahim Obaid; Chinmay Chakraborty; Karrar Hameed Abdulkareem; Seifedine Kadry 001 (Autom. Softw. Eng., 2022)

A new intelligent multilayer framework for insider threat detection. - Mohammed Nasser Al-Mhiqani; Rabiah Ahmad; Zaheera Zainal Abidin; Karrar Hameed Abdulkareem; Mazin Abed Mohammed; Deepak Gupta 002; K. Shankar 002 (Comput. Electr. Eng., 2022)

EEG Channel Selection Using Multiobjective Cuckoo Search for Person Identification as Protection System in Healthcare Applications. - Zaid Abdi Alkareem Alyasseri; Osama Ahmad Alomari; Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001; Karrar Hameed Abdulkareem; Mazin Abed Mohammed; Seifedine Kadry 001; V. Rajinikanth; Seungmin Rho (Comput. Intell. Neurosci., 2022)

Review on COVID-19 diagnosis models based on machine learning and deep learning approaches. - Zaid Abdi Alkareem Alyasseri; Mohammed Azmi Al-Betar; Iyad Abu Doush; Mohammed A. Awadallah 001; Ammar Kamal Abasi; Sharif Naser Makhadmeh; Osama Ahmad Alomari; Karrar Hameed Abdulkareem; Afzan Adam; Robertas Damasevicius; Mazin Abed Mohammed; Raed Abu Zitar (Expert Syst. J. Knowl. Eng., 2022)

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)

Adaptive Deep Learning Detection Model for Multi- Foggy Images. - Zainab Hussein Arif; Moamin A. Mahmoud; Karrar Hameed Abdulkareem; Seifedine Kadry 001; Mazin Abed Mohammed; Mohammed Nasser Al-Mhiqani; Alaa S. Al-Waisy; Jan Nedoma (Int. J. Interact. Multim. Artif. Intell., 2022)

Determining Importance of Many-Objective Optimisation Competitive Algorithms Evaluation Criteria Based on a Novel Fuzzy-Weighted Zero-Inconsistency Method. - R. T. Mohammed 001; A. A. Zaidan 001; R. Yaakob; Nurfadhlina Mohd Sharef; R. H. Abdullah; B. B. Zaidan; Osamah Shihab Albahri; Karrar Hameed Abdulkareem (Int. J. Inf. Technol. Decis. Mak., 2022)

Deadline aware and energy-efficient scheduling algorithm for fine-grained tasks in mobile edge computing. - Abdullah Lakhan; Mazin Abed Mohammed; Ahmed Noori Rashid; Seifedine Kadry 001; Karrar Hameed Abdulkareem (Int. J. Web Grid Serv., 2022)

EEG Channel Selection Based User Identification via Improved Flower Pollination Algorithm. - Zaid Abdi Alkareem Alyasseri; Osama Ahmad Alomari; João P. Papa; Mohammed Azmi Al-Betar; Karrar Hameed Abdulkareem; Mazin Abed Mohammed; Seifedine Kadry 001; Orawit Thinnukool; Pattaraporn Khuwuthyakorn (Sensors, 2022)

Delay Optimal Schemes for Internet of Things Applications in Heterogeneous Edge Cloud Computing Networks. - Abdullah Lakhan; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Mustafa Musa Jaber; Jan Nedoma; Radek Martinek; Petr Zmij (Sensors, 2022)

Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes. - Mohamed Elhoseny; Abdullah Lakhan; Ahmed Noori Rashid; Mazin Abed Mohammed; Karrar Hameed Abdulkareem (ACM Trans. Sens. Networks, 2022)

Privacy-aware genetic algorithm based data security framework for distributed cloud storage. - Maryam Kamal; Shahzad Amin; Faria Ferooz; Mazhar Javed Awan; Mazin Abed Mohammed; Omar N. Al-Boeridi; Karrar Hameed Abdulkareem (Microprocess. Microsystems, 2022)

A robust algorithmic cum integrated approach of interval-valued fuzzy hypersoft set and OOPCS for real estate pursuit. - Muhammad Arshad 015; Muhammad Saeed; Atiqe Ur Rahman; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Abed Saif Alghawli; Mohammed Abdulaziz Aide Al-qaness (PeerJ Comput. Sci., 2023)

Bio-inspired robotics enabled schemes in blockchain-fog-cloud assisted IoMT environment. - Abdullah Lakhan; Mazin Abed Mohammed; Dheyaa Ahmed Ibrahim; Karrar Hameed Abdulkareem (J. King Saud Univ. Comput. Inf. Sci., 2023)

Restricted Boltzmann Machine Assisted Secure Serverless Edge System for Internet of Medical Things. - Abdullah Lakhan; Mazin Abed Mohammed; Ahmed Noori Rashid; Seifedine Nimer Kadry; Karrar Hameed Abdulkareem; Jan Nedoma; Radek Martinek; Imran Razzak (IEEE J. Biomed. Health Informatics, 2023)

A hybrid cancer prediction based on multi-omics data and reinforcement learning state action reward state action (SARSA). - Mazin Abed Mohammed; Abdullah Lakhan; Karrar Hameed Abdulkareem; Begoña García Zapirain (Comput. Biol. Medicine, 2023)

Multi-objective flower pollination algorithm: a new technique for EEG signal denoising. - Zaid Abdi Alkareem Alyasseri; Ahamad Tajudin Khader; Mohammed Azmi Al-Betar; Xin-She Yang 001; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Seifedine Kadry 001; Imran Razzak (Neural Comput. Appl., 2023)

Fppsv-NHSS: Fuzzy parameterized possibility single valued neutrosophic hypersoft set to site selection for solid waste management. - Atiqe Ur Rahman; Muhammad Haris Saeed; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Jan Nedoma; Radek Martinek (Appl. Soft Comput., 2023)

Energy-efficient distributed federated learning offloading and scheduling healthcare system in blockchain based networks. - Mazin Abed Mohammed; Abdullah Lakhan; Karrar Hameed Abdulkareem; Dilovan Asaad Zebari; Jan Nedoma; Radek Martinek; Seifedine Kadry 001; Begonya Garcia-Zapirain (Internet Things, 2023)

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)

ITS Based on Deep Graph Convolutional Fraud Detection Network Blockchain-Enabled Fog-Cloud. - Abdullah Lakhan; Mazin Abed Mohammed; Dheyaa Ahmed Ibrahim; Seifedine Nimer Kadry; Karrar Hameed Abdulkareem (IEEE Trans. Intell. Transp. Syst., 2023)

An innovative mathematical approach to the evaluation of susceptibility in liver disorder based on fuzzy parameterized complex fuzzy hypersoft set. - Atiqe Ur Rahman; Muhammad Haris Saeed; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Jan Nedoma; Radek Martinek (Biomed. Signal Process. Control., 2023)

Homomorphic federated learning schemes enabled pedestrian and vehicle detection system. - Mazin Abed Mohammed; Abdullah Lakhan; Karrar Hameed Abdulkareem; Dilovan Asaad Zebari; Jan Nedoma; Radek Martinek; Seifedine Nimer Kadry; Begonya Garcia-Zapirain (Internet Things, 2023)

Secure-fault-tolerant efficient industrial internet of healthcare things framework based on digital twin federated fog-cloud networks. - Abdullah Lakhan; Ali Azawii Abdul Lateef; Mohd Khanapi Abd Ghani; Karrar Hameed Abdulkareem; Mazin Abed Mohammed; Jan Nedoma; Radek Martinek; Begoña García Zapirain (J. King Saud Univ. Comput. Inf. Sci., 2023)

Automated waste-sorting and recycling classification using artificial neural network and features fusion: a digital-enabled circular economy vision for smart cities. - Mazin Abed Mohammed; Mahmood Jamal Abdulhasan; Nallapaneni Manoj Kumar; Karrar Hameed Abdulkareem; Salama A. Mostafa; Mashael S. Maashi; Layth Salman Khalid; Hayder Saadoon Abdulaali; Shauhrat S. Chopra (Multim. Tools Appl., 2023)

Autism Spectrum Disorder detection framework for children based on federated learning integrated CNN-LSTM. - Abdullah Lakhan; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Hassen Hamouda; Saleh Alyahya (Comput. Biol. Medicine, 2023)

Secure blockchain assisted Internet of Medical Things architecture for data fusion enabled cancer workflow. - Abdullah Lakhan; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Mohd Khanapi Abd Ghani; Haydar Abdulameer Marhoon; Jan Nedoma; Radek Martinek; Begonya Garcia-Zapirain (Internet Things, 2023)

A metaverse framework for IoT-based remote patient monitoring and virtual consultations using AES-256 encryption. - Zainab Khalid Mohammed; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Dilovan Asaad Zebari; Abdullah Lakhan; Haydar Abdulameer Marhoon; Jan Nedoma; Radek Martinek (Appl. Soft Comput., 2024)

A deep learning fusion model for accurate classification of brain tumours in Magnetic Resonance images. - Nechirvan Asaad Zebari; Chira Nadheef Mohammed; Dilovan Asaad Zebari; Mazin Abed Mohammed; Diyar Qader Zeebaree; Haydar Abdulameer Marhoon; Karrar Hameed Abdulkareem; Seifedine Kadry 001; Wattana Viriyasitavat; Jan Nedoma; Radek Martinek (CAAI Trans. Intell. Technol., 2024)

Insider threat detection in cyber-physical systems: a systematic literature review. - Mohammed Nasser Al-Mhiqani; Tariq Alsboui; Taher Al-Shehari; Karrar Hameed Abdulkareem; Rabiah Ahmad; Mazin Abed Mohammed (Comput. Electr. Eng., 2024)

A manifold intelligent decision system for fusion and benchmarking of deep waste-sorting models. - Karrar Hameed Abdulkareem; Mohammed Ahmed Subhi; Mazin Abed Mohammed; Mayas Aljibawi; Jan Nedoma; Radek Martinek; Muhammet Deveci; Wen-Long Shang; Witold Pedrycz (Eng. Appl. Artif. Intell., 2024)

Securing healthcare data in industrial cyber-physical systems using combining deep learning and blockchain technology. - Mazin Abed Mohammed; Abdullah Lakhan; Dilovan Asaad Zebari; Mohd Khanapi Abd Ghani; Haydar Abdulameer Marhoon; Karrar Hameed Abdulkareem; Jan Nedoma; Radek Martinek (Eng. Appl. Artif. Intell., 2024)

Multi-agent reinforcement learning framework based on information fusion biometric ticketing data in different public transport modes. - Abdullah Lakhan; Ahmed Noori Rashid; Mazin Abed Mohammed; Dilovan Asaad Zebari; Muhammet Deveci; Limin Wang 011; Karrar Hameed Abdulkareem; Jan Nedoma; Radek Martinek (Inf. Fusion, 2024)

FDCNN-AS: Federated deep convolutional neural network Alzheimer detection schemes for different age groups. - Abdullah Lakhan; Mazin Abed Mohammed; Mohd Khanapi Abd Ghani; Karrar Hameed Abdulkareem; Haydar Abdulameer Marhoon; Jan Nedoma; Radek Martinek; Muhammet Deveci (Inf. Sci., 2024)

A multi-objectives framework for secure blockchain in fog-cloud network of vehicle-to-infrastructure applications. - Abdullah Lakhan; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Muhammet Deveci; Haydar Abdulameer Marhoon; Jan Nedoma; Radek Martinek (Knowl. Based Syst., 2024)

Edge-Cloud Remote Sensing Data-Based Plant Disease Detection Using Deep Neural Networks With Transfer Learning. - Mazin Abed Mohammed; Abdullah Lakhan; Karrar Hameed Abdulkareem; Nouf Abdullah Almujally; Bourair Bourair Sadiq Mohammed Taqi Al-Attar; Sajida Memon; Haydar Abdulameer Marhoon; Radek Martinek (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Digital healthcare framework for patients with disabilities based on deep federated learning schemes. - Abdullah Lakhan; Hassen Hamouda; Karrar Hameed Abdulkareem; Saleh Alyahya; Mazin Abed Mohammed (Comput. Biol. Medicine, 2024)

A robust framework for the selection of optimal COVID-19 mask based on aggregations of interval-valued multi-fuzzy hypersoft sets. - Muhammad Arshad 015; Muhammad Haris Saeed; Atiqe Ur Rahman; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Jan Nedoma; Radek Martinek; Muhammet Deveci (Expert Syst. Appl., 2024)

Augmented IoT Cooperative Vehicular Framework Based on Distributed Deep Blockchain Networks. - Abdullah Lakhan; Mazin Abed Mohammed; Dilovan Asaad Zebari; Karrar Hameed Abdulkareem; Muhammet Deveci; Haydar Abdulameer Marhoon; Jan Nedoma; Radek Martinek (IEEE Internet Things J., 2024)

Federated-Reinforcement Learning-Assisted IoT Consumers System for Kidney Disease Images. - Mazin Abed Mohammed; Abdullah Lakhan; Karrar Hameed Abdulkareem; Muhammet Deveci; Ashit Kumar Dutta; Sajida Memon; Haydar Abdulameer Marhoon; Radek Martinek (IEEE Trans. Consumer Electron., 2024)

DT-LSMAS: Digital Twin-Assisted Large-Scale Multiagent System for Healthcare Workflows. - Abdullah Lakhan; Mazin Abed Mohammed; Dilovan Asaad Zebari; Karrar Hameed Abdulkareem; Muhammet Deveci; Haydar Abdulameer Marhoon; Jan Nedoma; Radek Martinek (IEEE Syst. J., 2024)

A systematic review of techniques and clinical evidence to adopt virtual reality in post-stroke upper limb rehabilitation. - V. Mani Bharathi; P. Manimegalai; S. Thomas George; D. Pamela; Mazin Abed Mohammed; Karrar Hameed Abdulkareem; Mustafa Musa Jaber; Robertas Damasevicius (Virtual Real., 2024)