IEEE Access

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
A Short-Term Load Forecasting Method Using Integrated CNN and LSTM Network	235
6G Wireless Communications Networks: A Comprehensive Survey	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
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 Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence	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
Blockchain Security Attacks, Challenges, and Solutions for the Future Distributed IoT Network	163
6G Ecosystem: Current Status and Future Perspective	163
Big Data and AI Revolution in Precision Agriculture: Survey and Challenges	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
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
MLCM: Multi-Label Confusion Matrix	149
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
Machine Learning Operations (MLOps): Overview, Definition, and Architecture	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
An Efficient Fuzzy-Logic Based Variable-Step Incremental Conductance MPPT Method for Grid-Connected PV Systems	143
Point Transformer	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
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
Digital Twins From Smart Manufacturing to Smart Cities: A Survey	134
Client Selection for Federated Learning With Non-IID Data in Mobile Edge Computing	133
Machine Learning Techniques for 5G and Beyond	133
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
Fault Diagnosis of Wind Turbines Based on a Support Vector Machine Optimized by the Sparrow Search Algorithm	131
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
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 Review of Physics Simulators for Robotic Applications	129
A Survey on Semi-, Self- and Unsupervised Learning for Image Classification	129
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
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
Intrusion Detection of Imbalanced Network Traffic Based on Machine Learning and Deep Learning	127
Shapley Values for Feature Selection: The Good, the Bad, and the Axioms	126
Explainable AI for Healthcare 5.0: Opportunities and Challenges	126
Improving Visual Reasoning Through Semantic Representation	125
FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding	125
A Comparative Performance Analysis of Data Resampling Methods on Imbalance Medical Data	124
Rolling Element Fault Diagnosis Based on VMD and Sensitivity MCKD	124
Artificial Intelligence and Internet of Things Enabled Disease Diagnosis Model for Smart Healthcare Systems	123
Augmented Reality and Virtual Reality for Learning: An Examination Using an Extended Technology Acceptance Model	122
Plant Disease Identification Using a Novel Convolutional Neural Network	122
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
Towards Industrialization of FOPID Controllers: A Survey on Milestones of Fractional-Order Control and Pathways for Future Developments	121
Breast Cancer Classification From Histopathological Images Using Patch-Based Deep Learning Modeling	120
Tasmanian Devil Optimization: A New Bio-Inspired Optimization Algorithm for Solving Optimization Algorithm	120
A New Arithmetic Optimization Algorithm for Solving Real-World Multiobjective CEC-2021 Constrained Optimization Problems: Diversity Analysis and Validations	120
Prediction of Diabetes Empowered With Fused Machine Learning	117
IoMT Cloud-Based Intelligent Prediction of Breast Cancer Stages Empowered With Deep Learning	117
LSTM Recurrent Neural Network Classifier for High Impedance Fault Detection in Solar PV Integrated Power System	116
Crystal Structure Algorithm (CryStAl): A Metaheuristic Optimization Method	116
A Robust Approach for Brain Tumor Detection in Magnetic Resonance Images Using Finetuned EfficientNet	115
A Systematic Review on NOMA Variants for 5G and Beyond	114
Credit Card Fraud Detection Using State-of-the-Art Machine Learning and Deep Learning Algorithms	114
A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems	114
A Systematic Review of Human–Computer Interaction and Explainable Artificial Intelligence in Healthcare With Artificial Intelligence Techniques	113
DMPPT Control of Photovoltaic Microgrid Based on Improved Sparrow Search Algorithm	113
Classifications and Applications of Inkjet Printing Technology: A Review	113
Blockchain-Based Forward Supply Chain and Waste Management for COVID-19 Medical Equipment and Supplies	112
A Survey on Indoor Vehicle Localization Through RFID Technology	112
Tomato Leaf Disease Identification by Restructured Deep Residual Dense Network	112
Evaluation of Deep Learning Models for Multi-Step Ahead Time Series Prediction	112
A Novel Stacking Approach for Accurate Detection of Fake News	112
A Review of BLDC Motor: State of Art, Advanced Control Techniques, and Applications	112
Reconfigurable Intelligent Surface (RIS) in the Sub-6 GHz Band: Design, Implementation, and Real-World Demonstration	111
The Longest Month: Analyzing COVID-19 Vaccination Opinions Dynamics From Tweets in the Month Following the First Vaccine Announcement	111
An Improved Hybrid Secure Multipath Routing Protocol for MANET	111
Method of Reaching Consensus on Probability of Food Safety Based on the Integration of Finite Credible Data on Block Chain	110
Deepfake Detection: A Systematic Literature Review	110
Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset	110
Anonymization Techniques for Privacy Preserving Data Publishing: A Comprehensive Survey	110
iSPLInception: An Inception-ResNet Deep Learning Architecture for Human Activity Recognition	110
Collision Avoidance in Pedestrian-Rich Environments With Deep Reinforcement Learning	109
Review of Classification Methods on Unbalanced Data Sets	109
Lithium-Ion Battery Pack Robust State of Charge Estimation, Cell Inconsistency, and Balancing: Review	109

Review of Electric Vehicle Charging Technologies, Standards, Architectures, and Converter Configurations	109
Identification of Fruit Tree Pests With Deep Learning on Embedded Drone to Achieve Accurate Pesticide Spraying	109
AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting	108
SDN-Based Architecture for Transport and Application Layer DDoS Attack Detection by Using Machine and Deep Learning	108
VGG-SCNet: A VGG Net-Based Deep Learning Framework for Brain Tumor Detection on MRI Images	108
Differential Privacy for Deep and Federated Learning: A Survey	108
Recent Trends in Underwater Visible Light Communication (UVLC) Systems	108
Vulnerabilities in Federated Learning	107
SmartBlock-SDN: An Optimized Blockchain-SDN Framework for Resource Management in IoT	107
A Comprehensive Review of Coverage Path Planning in Robotics Using Classical and Heuristic Algorithms	106
A Review on Digital Twin Technology in Smart Grid, Transportation System and Smart City: Challenges and Future	106
Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques	106
A Review on the Role of Machine Learning in Enabling IoT Based Healthcare Applications	106
IoT-Enabled Smart Energy Grid: Applications and Challenges	106
Weapon Detection in Real-Time CCTV Videos Using Deep Learning	105
Impact of SMOTE on Imbalanced Text Features for Toxic Comments Classification Using RVVC Model	105
Deep Learning Techniques for Diabetic Retinopathy Classification: A Survey	105
A Comprehensive State-of-the-Art Review of Wired/Wireless Charging Technologies for Battery Electric Vehicles: Classification/Common Topologies/Future Research Issues	105
A Comprehensive Review on Space Vector Modulation Techniques for Neutral Point Clamped Multi-Level Inverters	105
A Survey on Deep Visual Place Recognition	105
Generalized Buffering Algorithm	104
Online Parameter Estimation for Permanent Magnet Synchronous Machines: An Overview	104
Automatic Detection of Citrus Fruit and Leaves Diseases Using Deep Neural Network Model	103
Accurate Magnetic Resonance Image Super-Resolution Using Deep Networks and Gaussian Filtering in the Stationary Wavelet Domain	103
Q-Learning-Based Data-Aggregation-Aware Energy-Efficient Routing Protocol for Wireless Sensor Networks	103
A Neural Network Ensemble With Feature Engineering for Improved Credit Card Fraud Detection	103
Advanced Meta-Heuristics, Convolutional Neural Networks, and Feature Selectors for Efficient COVID-19 X-Ray Chest Image Classification	103
A Review of Modulation and Control Techniques for Multilevel Inverters in Traction Applications	102
Deep Learning in Smart Grid Technology: A Review of Recent Advancements and Future Prospects	102
A Review on IGBT Module Failure Modes and Lifetime Testing	102
Diabetic Retinopathy Detection Using VGG-NIN a Deep Learning Architecture	102
Estimation of SPEI Meteorological Drought Using Machine Learning Algorithms	102
CNN-LSTM: Hybrid Deep Neural Network for Network Intrusion Detection System	102
Efficient Medical Diagnosis of Human Heart Diseases Using Machine Learning Techniques With and Without GridSearchCV	101
Blockchain and AI-Based Solutions to Combat Coronavirus (COVID-19)-Like Epidemics: A Survey	101
Mel Frequency Cepstral Coefficient and its Applications: A Review	101
Software Defect Prediction Using Ensemble Learning: A Systematic Literature Review	101
CardioXNet: A Novel Lightweight Deep Learning Framework for Cardiovascular Disease Classification Using Heart Sound Recordings	100
A Simplified LSTM Neural Networks for One Day-Ahead Solar Power Forecasting	100
Machine Learning and Deep Learning Approaches for Brain Disease Diagnosis: Principles and Recent Advances	100
6-Layer Model for a Structured Description and Categorization of Urban Traffic and Environment	100
A Review on Explainability in Multimodal Deep Neural Nets	100
Fake Reviews Detection: A Survey	99
A Residual Dense U-Net Neural Network for Image Denoising	99
Machine Learning Based Indoor Localization Using Wi-Fi RSSI Fingerprints: An Overview	99
Graph Neural Network: A Comprehensive Review on Non-Euclidean Space	99
Overview and Partial Discharge Analysis of Power Transformers: A Literature Review	99
Diabetic Retinopathy Diagnosis From Fundus Images Using Stacked Generalization of Deep Models	99
Efficient Cyber Attack Detection on the Internet of Medical Things-Smart Environment Based on Deep Recurrent Neural Network and Machine Learning Algorithms	98
Predicting at-Risk Students at Different Percentages of Course Length for Early Intervention Using Machine Learning Models	98
Fault Diagnosis and Fault-Tolerant Control of PMSM Drives–State of the Art and Future Challenges	98
Deep Learning-Based Intrusion Detection Systems: A Systematic Review	98
A New Malware Classification Framework Based on Deep Learning Algorithms	98
An Overview of Physical Layer Design for Ultra-Reliable Low-Latency Communications in 3GPP Releases 15, 16, and 17	98
Challenges Faced by Electric Vehicle Motors and Their Solutions	97
Green Internet of Things (GIoT): Applications, Practices, Awareness, and Challenges	95
A Systematic Review on Monitoring and Advanced Control Strategies in Smart Agriculture	95
Reinforcement Learning Based EV Charging Management Systems–A Review	95
Machine Learning-Based Digital Twin for Predictive Modeling in Wind Turbines	95
Smart Contract-Based Agricultural Food Supply Chain Traceability	95
A Review on Antenna Technologies for Ambient RF Energy Harvesting and Wireless Power Transfer: Designs, Challenges and Applications	94
Electromagnetic Metamaterials: A New Paradigm of Antenna Design	94
Big Data and Machine Learning With Hyperspectral Information in Agriculture	94
A Load Balancing Algorithm for the Data Centres to Optimize Cloud Computing Applications	94
Towards Paddy Rice Smart Farming: A Review on Big Data, Machine Learning, and Rice Production Tasks	94
Improved Bat Algorithm for UAV Path Planning in Three-Dimensional Space	93
Automated License Plate Recognition: A Survey on Methods and Techniques	93
State-of-Charge and State-of-Health Estimation for Lithium-Ion Batteries Based on Dual Fractional-Order Extended Kalman Filter and Online Parameter Identification	93
Defining the Metaverse: A Systematic Literature Review	93
A Backstepping Global Fast Terminal Sliding Mode Control for Trajectory Tracking Control of Industrial Robotic Manipulators	93
A Survey on the Integration of Blockchain With IoT to Enhance Performance and Eliminate Challenges	93
Color Image Encryption Through Chaos and KAA Map	93
Blockchain Technology for Intelligent Transportation Systems: A Systematic Literature Review	92
Enhancing Security of Health Information Using Modular Encryption Standard in Mobile Cloud Computing	92
CoAID-DEEP: An Optimized Intelligent Framework for Automated Detecting COVID-19 Misleading Information on Twitter	91
An Efficient Marine Predators Algorithm for Feature Selection	91
A Decision Support System for Urban Agriculture Using Digital Twin: A Case Study With Aquaponics	91
3GPP NR V2X Mode 2: Overview, Models and System-Level Evaluation	91
Antenna Designs for CubeSats: A Review	91
On 5G-V2X Use Cases and Enabling Technologies: A Comprehensive Survey	90
Rice-Fusion: A Multimodality Data Fusion Framework for Rice Disease Diagnosis	90
Beans Leaf Diseases Classification Using MobileNet Models	90
Peer-to-Peer Energy Trading in Smart Grid Through Blockchain: A Double Auction-Based Game Theoretic Approach	90
A Survey on 4G-5G Dual Connectivity: Road to 5G Implementation	90
Efficient Detection Model of Steel Strip Surface Defects Based on YOLO-V7	89
Fall Detection and Activity Recognition Using Human Skeleton Features	89
Machine Learning Approaches for Combating Distributed Denial of Service Attacks in Modern Networking Environments	89
A Review of Security Standards and Frameworks for IoT-Based Smart Environments	89
Investigating COVID-19 News Across Four Nations: A Topic Modeling and Sentiment Analysis Approach	89
A Deep-Learned Embedding Technique for Categorical Features Encoding	88
RoBERTa-LSTM: A Hybrid Model for Sentiment Analysis With Transformer and Recurrent Neural Network	88
IoT Intrusion Detection System Using Deep Learning and Enhanced Transient Search Optimization	88
Experimental Setup for Online Fault Diagnosis of Induction Machines via Promising IoT and Machine Learning: Towards Industry 4.0 Empowerment	88
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research	88
Design and Development of RNN Anomaly Detection Model for IoT Networks	88