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| Applications of Deep Reinforcement Learning in Communications and Networking: A Survey | IEEE Communications Surveys and Tutorials | 2019 | 528 |
| Aspect extraction for opinion mining with a deep convolutional neural network | Knowledge-Based Systems | 2016 | 453 |
| Federated Learning in Mobile Edge Networks: A Comprehensive Survey | IEEE Communications Surveys and Tutorials | 2020 | 414 |
| A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks | IEEE Access | 2019 | 355 |
| Ambient Backscatter Communications: A Contemporary Survey | IEEE Communications Surveys and Tutorials | 2018 | 292 |
| A Survey on Topology Control in Wireless Sensor Networks: Taxonomy, Comparative Study, and Open Issues | Proceedings of the IEEE | 2013 | 235 |
| Incentive Mechanism for Reliable Federated Learning: A Joint Optimization Approach to Combining Reputation and Contract Theory | IEEE Internet of Things Journal | 2019 | 232 |
| Toward Smart Wireless Communications via Intelligent Reflecting Surfaces: A Contemporary Survey | IEEE Communications Surveys and Tutorials | 2020 | 216 |
| Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data | IEEE Transactions on Neural Networks and Learning Systems | 2018 | 214 |
| Computing Resource Allocation in Three-Tier IoT Fog Networks: A Joint Optimization Approach Combining Stackelberg Game and Matching | IEEE Internet of Things Journal | 2017 | 202 |
| Balanced Distribution Adaptation for Transfer Learning | | 2017 | 201 |
| Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis | | 2016 | 187 |
| Domain Generalization with Adversarial Feature Learning | | 2018 | 185 |
| No-Reference Quality Metric of Contrast-Distorted Images Based on Information Maximization | IEEE Transactions on Cybernetics | 2017 | 184 |
| Data Collection and Wireless Communication in Internet of Things (IoT) Using Economic Analysis and Pricing Models: A Survey | IEEE Communications Surveys and Tutorials | 2016 | 183 |
| A Fast Reliable Image Quality Predictor by Fusing Micro- and Macro-Structures | IEEE Transactions on Industrial Electronics | 2017 | 167 |
| Attributed Social Network Embedding | IEEE Transactions on Knowledge and Data Engineering | 2018 | 160 |
| Review of Visual Saliency Detection With Comprehensive Information | IEEE Transactions on Circuits and Systems for Video Technology | 2019 | 159 |
| Cloud/Fog Computing Resource Management and Pricing for Blockchain Networks | IEEE Internet of Things Journal | 2019 | 157 |
| A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design | Structural and Multidisciplinary Optimization | 2018 | 152 |
| No-Reference Quality Assessment of Screen Content Pictures | IEEE Transactions on Image Processing | 2017 | 151 |
| Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis | Cognitive Computation | 2018 | 146 |
| Deep Reinforcement Learning for User Association and Resource Allocation in Heterogeneous Cellular Networks | IEEE Transactions on Wireless Communications | 2019 | 144 |
| CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery | IEEE Transactions on Geoscience and Remote Sensing | 2019 | 140 |
