OOIR: Observatory of International Research

Papers

(The H4-Index of Electronics is 68. 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 2020-04-01 to 2024-04-01.)

Article	Citations
The k-means Algorithm: A Comprehensive Survey and Performance Evaluation	404
A Comparative Analysis of Object Detection Metrics with a Companion Open-Source Toolkit	301
CNN Variants for Computer Vision: History, Architecture, Application, Challenges and Future Scope	239
Past, Present, and Future of Face Recognition: A Review	233
Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics	191
Identification of Plant-Leaf Diseases Using CNN and Transfer-Learning Approach	181
CNN-Based Network Intrusion Detection against Denial-of-Service Attacks	179
A Real-Time Detection Algorithm for Kiwifruit Defects Based on YOLOv5	177
Challenges and Applications of Emerging Nonvolatile Memory Devices	164
A Survey on LiDAR Scanning Mechanisms	154
A Blockchain and Machine Learning-Based Drug Supply Chain Management and Recommendation System for Smart Pharmaceutical Industry	151
A Survey of Recommendation Systems: Recommendation Models, Techniques, and Application Fields	148
Artificial Neural Networks Based Optimization Techniques: A Review	143
A Review of Intrusion Detection Systems Using Machine and Deep Learning in Internet of Things: Challenges, Solutions and Future Directions	131
Facial Emotion Recognition Using Transfer Learning in the Deep CNN	128
Drone Deep Reinforcement Learning: A Review	125
A Novel Deep Learning Model for Detection of Severity Level of the Disease in Citrus Fruits	124
A Survey on Knowledge Graph Embedding: Approaches, Applications and Benchmarks	119
State-of-the-Art Artificial Intelligence Techniques for Distributed Smart Grids: A Review	119
Biometric User Identification Based on Human Activity Recognition Using Wearable Sensors: An Experiment Using Deep Learning Models	115
Deep Learning-Based Intrusion Detection for Distributed Denial of Service Attack in Agriculture 4.0	114
VoRtex Metaverse Platform for Gamified Collaborative Learning	114
A Comprehensive Review of Li-Ion Battery Materials and Their Recycling Techniques	109
Blockchain Based Smart Contracts for Internet of Medical Things in e-Healthcare	105
A Novel High Gain Wideband MIMO Antenna for 5G Millimeter Wave Applications	101

A Review on Autonomous Vehicles: Progress, Methods and Challenges	101
A Hybrid Deep Learning-Based Approach for Brain Tumor Classification	100
Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction	97
Detecting Cybersecurity Attacks in Internet of Things Using Artificial Intelligence Methods: A Systematic Literature Review	96
Defect Detection in Printed Circuit Boards Using You-Only-Look-Once Convolutional Neural Networks	95
Real-Time Face Mask Detection Method Based on YOLOv3	94
Graphene Multi-Frequency Broadband and Ultra-Broadband Terahertz Absorber Based on Surface Plasmon Resonance	86
Intrusion Detection System for the Internet of Things Based on Blockchain and Multi-Agent Systems	86
A Machine Learning Approach for Anomaly Detection in Industrial Control Systems Based on Measurement Data	84
A Survey on LoRaWAN Technology: Recent Trends, Opportunities, Simulation Tools and Future Directions	84
A Systematic Review of the Applications of Multi-Criteria Decision Aid Methods (1977–2022)	84
A Consolidated Review of Path Planning and Optimization Techniques: Technical Perspectives and Future Directions	82
Machine Learning in Wireless Sensor Networks for Smart Cities: A Survey	82
SMO-DNN: Spider Monkey Optimization and Deep Neural Network Hybrid Classifier Model for Intrusion Detection	82
Review of Electric Vehicle Technologies, Charging Methods, Standards and Optimization Techniques	81
Cyber Security in IoT-Based Cloud Computing: A Comprehensive Survey	81
A Review of Data-Driven Decision-Making Methods for Industry 4.0 Maintenance Applications	81
Deep Learning for Depression Detection from Textual Data	79
End-To-End Deep Learning Framework for Coronavirus (COVID-19) Detection and Monitoring	79
Metaverse Framework: A Case Study on E-Learning Environment (ELEM)	78
A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism	77
A Survey on Active Fault-Tolerant Control Systems	77
An Advanced CNN-LSTM Model for Cryptocurrency Forecasting	77
Evolution of V2X Communication and Integration of Blockchain for Security Enhancements	76
User OCEAN Personality Model Construction Method Using a BP Neural Network	76
A Review on Deep Learning-Based Approaches for Automatic Sonar Target Recognition	75
A Deep Learning Model for Network Intrusion Detection with Imbalanced Data	75
Utilising Deep Learning Techniques for Effective Zero-Day Attack Detection	75
Sentiment Analysis for Fake News Detection	73
Multi-Level Deep Learning Model for Potato Leaf Disease Recognition	73
Image-Based Malware Classification Using VGG19 Network and Spatial Convolutional Attention	73
Machine Learning-Based Data-Driven Fault Detection/Diagnosis of Lithium-Ion Battery: A Critical Review	73
A Review of Machine Learning Algorithms for Cloud Computing Security	72
Metaheuristic Optimization-Based Path Planning and Tracking of Quadcopter for Payload Hold-Release Mission	72
A Novel YOLOv3 Algorithm-Based Deep Learning Approach for Waste Segregation: Towards Smart Waste Management	71
Infinity Shell Shaped MIMO Antenna Array for mm-Wave 5G Applications	70
Recent Advances in Pulse-Coupled Neural Networks with Applications in Image Processing	70
IoT-Cloud-Based Smart Healthcare Monitoring System for Heart Disease Prediction via Deep Learning	70
Hyperledger Healthchain: Patient-Centric IPFS-Based Storage of Health Records	70
Covid-19: Open-Data Resources for Monitoring, Modeling, and Forecasting the Epidemic	70
A Review on Deep Learning Techniques for IoT Data	69
LITNET-2020: An Annotated Real-World Network Flow Dataset for Network Intrusion Detection	69
Toward Developing Efficient Conv-AE-Based Intrusion Detection System Using Heterogeneous Dataset	69
AlexNet Convolutional Neural Network for Disease Detection and Classification of Tomato Leaf	68