| # | Title | Journal | Year | Citations |
|---|
| 1 | A State-of-the-Art Survey on Deep Learning Theory and Architectures | Electronics (Switzerland) | 2019 | 954 |
| 2 | Machine Learning Interpretability: A Survey on Methods and Metrics | Electronics (Switzerland) | 2019 | 728 |
| 3 | Wearable Photoplethysmographic Sensors—Past and Present | Electronics (Switzerland) | 2014 | 634 |
| 4 | Conduction Mechanism of Valence Change Resistive Switching Memory: A Survey | Electronics (Switzerland) | 2015 | 520 |
| 5 | The k-means Algorithm: A Comprehensive Survey and Performance Evaluation | Electronics (Switzerland) | 2020 | 393 |
| 6 | A Survey on Internet of Things and Cloud Computing for Healthcare | Electronics (Switzerland) | 2019 | 347 |
| 7 | Two-Dimensional Materials for Sensing: Graphene and Beyond | Electronics (Switzerland) | 2015 | 310 |
| 8 | Sentiment Analysis Based on Deep Learning: A Comparative Study | Electronics (Switzerland) | 2020 | 301 |
| 9 | A Comparative Analysis of Object Detection Metrics with a Companion Open-Source Toolkit | Electronics (Switzerland) | 2021 | 296 |
| 10 | A Blockchain-Based Smart Contract System for Healthcare Management | Electronics (Switzerland) | 2020 | 260 |
| 11 | A Novel Medical Blockchain Model for Drug Supply Chain Integrity Management in a Smart Hospital | Electronics (Switzerland) | 2019 | 248 |
| 12 | SoC Estimation for Lithium-ion Batteries: Review and Future Challenges | Electronics (Switzerland) | 2017 | 247 |
| 13 | Implantable Devices: Issues and Challenges | Electronics (Switzerland) | 2013 | 239 |
| 14 | Past, Present, and Future of Face Recognition: A Review | Electronics (Switzerland) | 2020 | 233 |
| 15 | A Novel PCA-Firefly Based XGBoost Classification Model for Intrusion Detection in Networks Using GPU | Electronics (Switzerland) | 2020 | 229 |
| 16 | Early Detection of Diabetic Retinopathy Using PCA-Firefly Based Deep Learning Model | Electronics (Switzerland) | 2020 | 226 |
| 17 | CNN Variants for Computer Vision: History, Architecture, Application, Challenges and Future Scope | Electronics (Switzerland) | 2021 | 226 |
| 18 | Role of IoT Technology in Agriculture: A Systematic Literature Review | Electronics (Switzerland) | 2020 | 211 |
| 19 | 4-Port MIMO Antenna with Defected Ground Structure for 5G Millimeter Wave Applications | Electronics (Switzerland) | 2020 | 195 |
| 20 | Towards The Internet-of-Smart-Clothing: A Review on IoT Wearables and Garments for Creating Intelligent Connected E-Textiles | Electronics (Switzerland) | 2018 | 192 |
| 21 | Features Dimensionality Reduction Approaches for Machine Learning Based Network Intrusion Detection | Electronics (Switzerland) | 2019 | 188 |
| 22 | Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics | Electronics (Switzerland) | 2021 | 187 |
| 23 | Embroidery and Related Manufacturing Techniques for Wearable Antennas: Challenges and Opportunities | Electronics (Switzerland) | 2014 | 183 |
| 24 | Multi-Port Current Source Inverter for Smart Microgrid Applications: A Cyber Physical Paradigm | Electronics (Switzerland) | 2019 | 183 |
| 25 | Wearable and Flexible Textile Electrodes for Biopotential Signal Monitoring: A review | Electronics (Switzerland) | 2019 | 183 |
| 26 | CNN-Based Network Intrusion Detection against Denial-of-Service Attacks | Electronics (Switzerland) | 2020 | 179 |
| 27 | A Real-Time Detection Algorithm for Kiwifruit Defects Based on YOLOv5 | Electronics (Switzerland) | 2021 | 178 |
| 28 | Multivariate Temporal Convolutional Network: A Deep Neural Networks Approach for Multivariate Time Series Forecasting | Electronics (Switzerland) | 2019 | 168 |
| 29 | Identification of Plant-Leaf Diseases Using CNN and Transfer-Learning Approach | Electronics (Switzerland) | 2021 | 167 |
| 30 | Object Detection Algorithm Based on Improved YOLOv3 | Electronics (Switzerland) | 2020 | 165 |
| 31 | Challenges and Applications of Emerging Nonvolatile Memory Devices | Electronics (Switzerland) | 2020 | 163 |
| 32 | Wearable Continuous Glucose Monitoring Sensors: A Revolution in Diabetes Treatment | Electronics (Switzerland) | 2017 | 153 |
| 33 | A Survey on LiDAR Scanning Mechanisms | Electronics (Switzerland) | 2020 | 152 |
| 34 | A Simulative Study on Active Disturbance Rejection Control (ADRC) as a Control Tool for Practitioners | Electronics (Switzerland) | 2013 | 149 |
| 35 | A Blockchain and Machine Learning-Based Drug Supply Chain Management and Recommendation System for Smart Pharmaceutical Industry | Electronics (Switzerland) | 2020 | 149 |
| 36 | Electron and Hole Transport Layers: Their Use in Inverted Bulk Heterojunction Polymer Solar Cells | Electronics (Switzerland) | 2014 | 148 |
| 37 | A novel Ensemble of Hybrid Intrusion Detection System for Detecting Internet of Things Attacks | Electronics (Switzerland) | 2019 | 144 |
| 38 | A Survey of Recommendation Systems: Recommendation Models, Techniques, and Application Fields | Electronics (Switzerland) | 2022 | 143 |
| 39 | A Compact 3.3–3.5 GHz Filter Based on Modified Composite Right-/Left-Handed Resonator Units | Electronics (Switzerland) | 2020 | 140 |
| 40 | Artificial Neural Networks Based Optimization Techniques: A Review | Electronics (Switzerland) | 2021 | 139 |
| 41 | Security of Cooperative Intelligent Transport Systems: Standards, Threats Analysis and Cryptographic Countermeasures | Electronics (Switzerland) | 2015 | 131 |
| 42 | A Review of Binarized Neural Networks | Electronics (Switzerland) | 2019 | 131 |
| 43 | Intermittent Renewable Energy Sources: The Role of Energy Storage in the European Power System of 2040 | Electronics (Switzerland) | 2019 | 129 |
| 44 | 5G Ultra-Reliable Low-Latency Communication Implementation Challenges and Operational Issues with IoT Devices | Electronics (Switzerland) | 2019 | 129 |
| 45 | Assessment of Dual Frequency GNSS Observations from a Xiaomi Mi 8 Android Smartphone and Positioning Performance Analysis | Electronics (Switzerland) | 2019 | 126 |
| 46 | Multiple UAV Systems for Agricultural Applications: Control, Implementation, and Evaluation | Electronics (Switzerland) | 2018 | 125 |
| 47 | A Review of Intrusion Detection Systems Using Machine and Deep Learning in Internet of Things: Challenges, Solutions and Future Directions | Electronics (Switzerland) | 2020 | 125 |
| 48 | Facial Emotion Recognition Using Transfer Learning in the Deep CNN | Electronics (Switzerland) | 2021 | 123 |
| 49 | A Survey on Knowledge Graph Embedding: Approaches, Applications and Benchmarks | Electronics (Switzerland) | 2020 | 120 |
| 50 | Drone Deep Reinforcement Learning: A Review | Electronics (Switzerland) | 2021 | 120 |
