OOIR: Observatory of International Research

Papers

(The H4-Index of Electronics is 71. 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 Comparative Analysis of Object Detection Metrics with a Companion Open-Source Toolkit	362
CNN Variants for Computer Vision: History, Architecture, Application, Challenges and Future Scope	362
Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics	263
Identification of Plant-Leaf Diseases Using CNN and Transfer-Learning Approach	241
Artificial Neural Networks Based Optimization Techniques: A Review	232
A Survey of Recommendation Systems: Recommendation Models, Techniques, and Application Fields	206
A Real-Time Detection Algorithm for Kiwifruit Defects Based on YOLOv5	199
Drone Deep Reinforcement Learning: A Review	170
A Review on Autonomous Vehicles: Progress, Methods and Challenges	168
A Novel Deep Learning Model for Detection of Severity Level of the Disease in Citrus Fruits	162
Facial Emotion Recognition Using Transfer Learning in the Deep CNN	157
DC-YOLOv8: Small-Size Object Detection Algorithm Based on Camera Sensor	149
VoRtex Metaverse Platform for Gamified Collaborative Learning	148
A Hybrid Deep Learning-Based Approach for Brain Tumor Classification	136
Deep Learning-Based Intrusion Detection for Distributed Denial of Service Attack in Agriculture 4.0	133
Detecting Cybersecurity Attacks in Internet of Things Using Artificial Intelligence Methods: A Systematic Literature Review	130
Biometric User Identification Based on Human Activity Recognition Using Wearable Sensors: An Experiment Using Deep Learning Models	126
A Review of Data-Driven Decision-Making Methods for Industry 4.0 Maintenance Applications	108
A Survey on LoRaWAN Technology: Recent Trends, Opportunities, Simulation Tools and Future Directions	106
Machine Learning in Wireless Sensor Networks for Smart Cities: A Survey	105
A Systematic Review of the Applications of Multi-Criteria Decision Aid Methods (1977–2022)	105
IoT-Cloud-Based Smart Healthcare Monitoring System for Heart Disease Prediction via Deep Learning	104
Review of Electric Vehicle Technologies, Charging Methods, Standards and Optimization Techniques	104
Cyber Security in IoT-Based Cloud Computing: A Comprehensive Survey	104
Real-Time Face Mask Detection Method Based on YOLOv3	103

Sentiment Analysis for Fake News Detection	102
A Machine Learning Approach for Anomaly Detection in Industrial Control Systems Based on Measurement Data	101
AlexNet Convolutional Neural Network for Disease Detection and Classification of Tomato Leaf	100
Metaverse Framework: A Case Study on E-Learning Environment (ELEM)	100
A Comprehensive Review of Cyber Security Vulnerabilities, Threats, Attacks, and Solutions	99
A Survey on Efficient Convolutional Neural Networks and Hardware Acceleration	98
A Deep Learning Model for Network Intrusion Detection with Imbalanced Data	97
A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism	96
Deep Learning for Depression Detection from Textual Data	96
A Consolidated Review of Path Planning and Optimization Techniques: Technical Perspectives and Future Directions	95
Machine Learning-Based Data-Driven Fault Detection/Diagnosis of Lithium-Ion Battery: A Critical Review	95
Graphene Multi-Frequency Broadband and Ultra-Broadband Terahertz Absorber Based on Surface Plasmon Resonance	95
A Review on Deep Learning-Based Approaches for Automatic Sonar Target Recognition	94
Multi-Level Deep Learning Model for Potato Leaf Disease Recognition	93
Stock Market Prediction Using Machine Learning Techniques: A Decade Survey on Methodologies, Recent Developments, and Future Directions	90
Blockchain for IoT Applications: Taxonomy, Platforms, Recent Advances, Challenges and Future Research Directions	89
Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images	89
An Advanced CNN-LSTM Model for Cryptocurrency Forecasting	88
A Novel YOLOv3 Algorithm-Based Deep Learning Approach for Waste Segregation: Towards Smart Waste Management	88
Virtual Reality in Education: A Review of Learning Theories, Approaches and Methodologies for the Last Decade	86
Eye Tracking-Based Diagnosis and Early Detection of Autism Spectrum Disorder Using Machine Learning and Deep Learning Techniques	85
Infinity Shell Shaped MIMO Antenna Array for mm-Wave 5G Applications	84
Measuring Institutions’ Adoption of Artificial Intelligence Applications in Online Learning Environments: Integrating the Innovation Diffusion Theory with Technology Adoption Rate	83
Automated Workers’ Ergonomic Risk Assessment in Manual Material Handling Using sEMG Wearable Sensors and Machine Learning	83
Image-Based Malware Classification Using VGG19 Network and Spatial Convolutional Attention	83
Metaheuristic Optimization-Based Path Planning and Tracking of Quadcopter for Payload Hold-Release Mission	82
Artificial Intelligence-Based Decision-Making Algorithms, Internet of Things Sensing Networks, and Deep Learning-Assisted Smart Process Management in Cyber-Physical Production Systems	82
Examining the Impact of Artificial Intelligence and Social and Computer Anxiety in E-Learning Settings: Students’ Perceptions at the University Level	81
Blockchain Technology: Security Issues, Healthcare Applications, Challenges and Future Trends	80
A Review on Deep Learning Techniques for IoT Data	80
User OCEAN Personality Model Construction Method Using a BP Neural Network	80
A Review of Plant Phenotypic Image Recognition Technology Based on Deep Learning	78
Recent Advances in Pulse-Coupled Neural Networks with Applications in Image Processing	77
A Survey of Explainable Artificial Intelligence for Smart Cities	77
BU-Net: Brain Tumor Segmentation Using Modified U-Net Architecture	77
Deep Convolutional Neural Network with RNNs for Complex Activity Recognition Using Wrist-Worn Wearable Sensor Data	77
Botnet Attack Detection Using Local Global Best Bat Algorithm for Industrial Internet of Things	76
Machine-Learning-Based Darknet Traffic Detection System for IoT Applications	75
Hyperledger Healthchain: Patient-Centric IPFS-Based Storage of Health Records	75
Learning-Based Methods for Cyber Attacks Detection in IoT Systems: A Survey on Methods, Analysis, and Future Prospects	74
Automated Driving: A Literature Review of the Take over Request in Conditional Automation	74
Advances in Meta-Heuristic Optimization Algorithms in Big Data Text Clustering	74
New Image Encryption Algorithm Using Hyperchaotic System and Fibonacci Q-Matrix	74
Broadband Microstrip Antenna for 5G Wireless Systems Operating at 28 GHz	73
Human-Computer Interaction in Customer Service: The Experience with AI Chatbots—A Systematic Literature Review	73
Supply Chain 4.0: A Survey of Cyber Security Challenges, Solutions and Future Directions	72
Deepsign: Sign Language Detection and Recognition Using Deep Learning	71
A Novel Approach for Network Intrusion Detection Using Multistage Deep Learning Image Recognition	71
A 28 GHz Broadband Helical Inspired End-Fire Antenna and Its MIMO Configuration for 5G Pattern Diversity Applications	71
Change Detection in Remote Sensing Image Data Comparing Algebraic and Machine Learning Methods	71