OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Access is 121. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
A Metaverse: Taxonomy, Components, Applications, and Open Challenges	904
U-Net and Its Variants for Medical Image Segmentation: A Review of Theory and Applications	873
Particle Swarm Optimization: A Comprehensive Survey	442
Machine Learning Applications for Precision Agriculture: A Comprehensive Review	426
Plant Disease Detection and Classification by Deep Learning—A Review	405
Enabling Large Intelligent Surfaces With Compressive Sensing and Deep Learning	339
A Comprehensive Review on NSGA-II for Multi-Objective Combinatorial Optimization Problems	329
Metaheuristic Algorithms on Feature Selection: A Survey of One Decade of Research (2009-2019)	310
Ebola Optimization Search Algorithm: A New Nature-Inspired Metaheuristic Optimization Algorithm	305
Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning	300
Convergent Communication, Sensing and Localization in 6G Systems: An Overview of Technologies, Opportunities and Challenges	291
DC Microgrid Planning, Operation, and Control: A Comprehensive Review	288
A Survey on Beyond 5G Network With the Advent of 6G: Architecture and Emerging Technologies	285
Joint Design of Communication and Sensing for Beyond 5G and 6G Systems	274
Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques	272
INet: Convolutional Networks for Biomedical Image Segmentation	268
A Review on Microgrids’ Challenges & Perspectives	264
A Term Weighted Neural Language Model and Stacked Bidirectional LSTM Based Framework for Sarcasm Identification	259
A Survey of Ensemble Learning: Concepts, Algorithms, Applications, and Prospects	249
A Survey on Blockchain Technology: Evolution, Architecture and Security	248
6G Wireless Communications Networks: A Comprehensive Survey	235
A Short-Term Load Forecasting Method Using Integrated CNN and LSTM Network	235
A Comprehensive Review of Power Converter Topologies and Control Methods for Electric Vehicle Fast Charging Applications	233
Machine Learning for Anomaly Detection: A Systematic Review	233
Northern Goshawk Optimization: A New Swarm-Based Algorithm for Solving Optimization Problems	231

Improving the Prediction of Heart Failure Patients’ Survival Using SMOTE and Effective Data Mining Techniques	230
Geometric A-Star Algorithm: An Improved A-Star Algorithm for AGV Path Planning in a Port Environment	225
Inductive Wireless Power Transfer Charging for Electric Vehicles–A Review	225
The Role of AI, Machine Learning, and Big Data in Digital Twinning: A Systematic Literature Review, Challenges, and Opportunities	225
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19)	216
On the History and Future of 100% Renewable Energy Systems Research	214
A Novel Deep-Learning Model for Automatic Detection and Classification of Breast Cancer Using the Transfer-Learning Technique	212
Grid Forming Inverter Modeling, Control, and Applications	211
Benchmarking of Machine Learning for Anomaly Based Intrusion Detection Systems in the CICIDS2017 Dataset	210
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning	210
Design and Development of a Deep Learning-Based Model for Anomaly Detection in IoT Networks	209
Deep Learning for Anomaly Detection in Time-Series Data: Review, Analysis, and Guidelines	208
A Blockchain-Based Approach for Drug Traceability in Healthcare Supply Chain	200
Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions	199
A Comprehensive Review of Blockchain Consensus Mechanisms	195
A Review on Mental Stress Detection Using Wearable Sensors and Machine Learning Techniques	190
A Review of Bidirectional On-Board Chargers for Electric Vehicles	187
The Matthews Correlation Coefficient (MCC) is More Informative Than Cohen’s Kappa and Brier Score in Binary Classification Assessment	186
A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence	183
Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention	183
War Strategy Optimization Algorithm: A New Effective Metaheuristic Algorithm for Global Optimization	183
A Comprehensive Survey of the Internet of Things (IoT) and AI-Based Smart Healthcare	179
Lightweight Cryptography Algorithms for Resource-Constrained IoT Devices: A Review, Comparison and Research Opportunities	176
Prediction of User’s Intention to Use Metaverse System in Medical Education: A Hybrid SEM-ML Learning Approach	175
Grasshopper Optimization Algorithm: Theory, Variants, and Applications	174
A Comprehensive Review on Structural Topologies, Power Levels, Energy Storage Systems, and Standards for Electric Vehicle Charging Stations and Their Impacts on Grid	173
Energy Harvesting Techniques for Internet of Things (IoT)	166
Big Data and AI Revolution in Precision Agriculture: Survey and Challenges	163
Blockchain Security Attacks, Challenges, and Solutions for the Future Distributed IoT Network	163
6G Ecosystem: Current Status and Future Perspective	163
Foundations and Modeling of Dynamic Networks Using Dynamic Graph Neural Networks: A Survey	158
Internet of Things Applications, Security Challenges, Attacks, Intrusion Detection, and Future Visions: A Systematic Review	157
From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy	156
Robots Under COVID-19 Pandemic: A Comprehensive Survey	156
On Short-Term Load Forecasting Using Machine Learning Techniques and a Novel Parallel Deep LSTM-CNN Approach	155
Peer-to-Peer Energy Trading Mechanism Based on Blockchain and Machine Learning for Sustainable Electrical Power Supply in Smart Grid	154
DEMNET: A Deep Learning Model for Early Diagnosis of Alzheimer Diseases and Dementia From MR Images	153
MOSMA: Multi-Objective Slime Mould Algorithm Based on Elitist Non-Dominated Sorting	153
Image Steganography: A Review of the Recent Advances	153
RDS-SLAM: Real-Time Dynamic SLAM Using Semantic Segmentation Methods	151
Grid Integration Challenges and Solution Strategies for Solar PV Systems: A Review	151
Cyber-Physical Energy Systems Security: Threat Modeling, Risk Assessment, Resources, Metrics, and Case Studies	151
MLCM: Multi-Label Confusion Matrix	149
Privacy and Security Issues in Deep Learning: A Survey	149
Prediction of Chronic Kidney Disease - A Machine Learning Perspective	149
A Systematic Literature Review on Cloud Computing Security: Threats and Mitigation Strategies	149
Machine Learning Operations (MLOps): Overview, Definition, and Architecture	147
Federated Deep Learning for Cyber Security in the Internet of Things: Concepts, Applications, and Experimental Analysis	147
A Comparative Study: Blockchain Technology Utilization Benefits, Challenges and Functionalities	147
Systematic Review of Security Vulnerabilities in Ethereum Blockchain Smart Contract	146

Advances in Adversarial Attacks and Defenses in Computer Vision: A Survey	145
A Comprehensive Review of Speech Emotion Recognition Systems	144
Point Transformer	143
An Efficient Fuzzy-Logic Based Variable-Step Incremental Conductance MPPT Method for Grid-Connected PV Systems	143
Exploring Students’ Perceptions of ChatGPT: Thematic Analysis and Follow-Up Survey	142
IoT-Equipped and AI-Enabled Next Generation Smart Agriculture: A Critical Review, Current Challenges and Future Trends	142
A Review of Wavelet Analysis and Its Applications: Challenges and Opportunities	141
Malignancy Detection in Lung and Colon Histopathology Images Using Transfer Learning With Class Selective Image Processing	140
Healthcare in Metaverse: A Survey on Current Metaverse Applications in Healthcare	139
Lightweight Encryption Technique to Enhance Medical Image Security on Internet of Medical Things Applications	138
Intrusion Detection System Using Machine Learning for Vehicular Ad Hoc Networks Based on ToN-IoT Dataset	136
Smart Grid Cyber-Physical Attack and Defense: A Review	136
Digital Twins From Smart Manufacturing to Smart Cities: A Survey	134
Edge Intelligence and Internet of Things in Healthcare: A Survey	134
A Comprehensive Review of Crop Yield Prediction Using Machine Learning Approaches With Special Emphasis on Palm Oil Yield Prediction	134
A New Image Encryption Algorithm for Grey and Color Medical Images	134
Machine Learning Techniques for 5G and Beyond	133
Client Selection for Federated Learning With Non-IID Data in Mobile Edge Computing	133
Fault Diagnosis of Wind Turbines Based on a Support Vector Machine Optimized by the Sparrow Search Algorithm	131
Privacy-Preserving Machine Learning With Fully Homomorphic Encryption for Deep Neural Network	131
A Survey of Free Space Optics (FSO) Communication Systems, Links, and Networks	131
Automating Procurement Contracts in the Healthcare Supply Chain Using Blockchain Smart Contracts	131
YOLO-FIRI: Improved YOLOv5 for Infrared Image Object Detection	131
Soft Pneumatic Actuators: A Review of Design, Fabrication, Modeling, Sensing, Control and Applications	130
Survey on Anti-Drone Systems: Components, Designs, and Challenges	130
A Trusted Blockchain-Based Traceability System for Fruit and Vegetable Agricultural Products	130
A Comprehensive Survey on Antennas On-Chip Based on Metamaterial, Metasurface, and Substrate Integrated Waveguide Principles for Millimeter-Waves and Terahertz Integrated Circuits and Systems	130
A Review of Physics Simulators for Robotic Applications	129
A Survey on Semi-, Self- and Unsupervised Learning for Image Classification	129
6G Vision, Value, Use Cases and Technologies From European 6G Flagship Project Hexa-X	128
Secure Healthcare Data Aggregation and Transmission in IoT—A Survey	128
Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation	128
A Review on UAV Wireless Charging: Fundamentals, Applications, Charging Techniques and Standards	128
Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries	128
Intrusion Detection of Imbalanced Network Traffic Based on Machine Learning and Deep Learning	127
Explainable AI for Healthcare 5.0: Opportunities and Challenges	126
Shapley Values for Feature Selection: The Good, the Bad, and the Axioms	126
Improving Visual Reasoning Through Semantic Representation	125
FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding	125
Rolling Element Fault Diagnosis Based on VMD and Sensitivity MCKD	124
A Comparative Performance Analysis of Data Resampling Methods on Imbalance Medical Data	124
Artificial Intelligence and Internet of Things Enabled Disease Diagnosis Model for Smart Healthcare Systems	123
Plant Disease Identification Using a Novel Convolutional Neural Network	122
Augmented Reality and Virtual Reality for Learning: An Examination Using an Extended Technology Acceptance Model	122
Towards Industrialization of FOPID Controllers: A Survey on Milestones of Fractional-Order Control and Pathways for Future Developments	121
Internet of Drones Security and Privacy Issues: Taxonomy and Open Challenges	121
Zebra Optimization Algorithm: A New Bio-Inspired Optimization Algorithm for Solving Optimization Algorithm	121
Yolo V4 for Advanced Traffic Sign Recognition With Synthetic Training Data Generated by Various GAN	121
A Comprehensive Review of Available Battery Datasets, RUL Prediction Approaches, and Advanced Battery Management	121