School of Computer Science and Engineering

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citing journals

Top Articles

#	Title	Journal	Year	Citations
1	Recent advances in convolutional neural networks	Pattern Recognition	2018	3,359
2	Recent Trends in Deep Learning Based Natural Language Processing [Review Article]	IEEE Computational Intelligence Magazine	2018	2,089
3	Federated Learning in Mobile Edge Networks: A Comprehensive Survey	IEEE Communications Surveys and Tutorials	2020	1,098
4	Applications of Deep Reinforcement Learning in Communications and Networking: A Survey	IEEE Communications Surveys and Tutorials	2019	1,071
5	A review of affective computing: From unimodal analysis to multimodal fusion	Information Fusion	2017	890
6	Convergence of Edge Computing and Deep Learning: A Comprehensive Survey	IEEE Communications Surveys and Tutorials	2020	776
7	A Survey on Knowledge Graphs: Representation, Acquisition, and Applications	IEEE Transactions on Neural Networks and Learning Systems	2022	769
8	A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI	IEEE Transactions on Neural Networks and Learning Systems	2021	702
9	Aspect extraction for opinion mining with a deep convolutional neural network	Knowledge-Based Systems	2016	646
10	A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks	IEEE Access	2019	616
11	A Survey on Deep Learning for Named Entity Recognition	IEEE Transactions on Knowledge and Data Engineering	2022	542
12	Ambient Backscatter Communications: A Contemporary Survey	IEEE Communications Surveys and Tutorials	2018	523
13	Incentive Mechanism for Reliable Federated Learning: A Joint Optimization Approach to Combining Reputation and Contract Theory	IEEE Internet of Things Journal	2019	520
14	Toward Smart Wireless Communications via Intelligent Reflecting Surfaces: A Contemporary Survey	IEEE Communications Surveys and Tutorials	2020	516
15	Domain Generalization with Adversarial Feature Learning		2018	507
16	ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis	Future Generation Computer Systems	2021	423
17	Toward Secure Blockchain-Enabled Internet of Vehicles: Optimizing Consensus Management Using Reputation and Contract Theory	IEEE Transactions on Vehicular Technology	2019	409
18	6G Internet of Things: A Comprehensive Survey	IEEE Internet of Things Journal	2022	366
19	Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis		2016	354
20	When Gaussian Process Meets Big Data: A Review of Scalable GPs	IEEE Transactions on Neural Networks and Learning Systems	2020	342
21	Balanced Distribution Adaptation for Transfer Learning		2017	337
22	Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach	IEEE Internet of Things Journal	2020	323
23	Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data	IEEE Transactions on Neural Networks and Learning Systems	2018	321
24	Attributed Social Network Embedding	IEEE Transactions on Knowledge and Data Engineering	2018	303
25	Pluralistic Image Completion		2019	301
26	CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery	IEEE Transactions on Geoscience and Remote Sensing	2019	299
27	Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation	IEEE Transactions on Neural Networks and Learning Systems	2020	293
28	Blockchain for Future Smart Grid: A Comprehensive Survey	IEEE Internet of Things Journal	2021	286
29	Computing Resource Allocation in Three-Tier IoT Fog Networks: A Joint Optimization Approach Combining Stackelberg Game and Matching	IEEE Internet of Things Journal	2017	282
30	No-Reference Quality Metric of Contrast-Distorted Images Based on Information Maximization	IEEE Transactions on Cybernetics	2017	278
31	Deep Reinforcement Learning for User Association and Resource Allocation in Heterogeneous Cellular Networks	IEEE Transactions on Wireless Communications	2019	277
32	Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure Wireless Communications	IEEE Transactions on Wireless Communications	2021	272
33	A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design	Structural and Multidisciplinary Optimization	2018	268
34	3D Deep Learning on Medical Images: A Review	Sensors	2020	268
35	Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices	IEEE Internet of Things Journal	2021	256
36	Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges	IEEE Internet of Things Journal	2021	255
37	Multiobjective Multifactorial Optimization in Evolutionary Multitasking	IEEE Transactions on Cybernetics	2017	252
38	Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models		2018	249
39	Data Collection and Wireless Communication in Internet of Things (IoT) Using Economic Analysis and Pricing Models: A Survey	IEEE Communications Surveys and Tutorials	2016	248
40	From Cloud to Fog Computing: A Review and a Conceptual Live VM Migration Framework	IEEE Access	2017	248
41	Ultra-Scalable Spectral Clustering and Ensemble Clustering	IEEE Transactions on Knowledge and Data Engineering	2020	248
42	Video Processing From Electro-Optical Sensors for Object Detection and Tracking in a Maritime Environment: A Survey	IEEE Transactions on Intelligent Transportation Systems	2017	246
43	Saliency-Guided Quality Assessment of Screen Content Images	IEEE Transactions on Multimedia	2016	243
44	Natural language based financial forecasting: a survey	Artificial Intelligence Review	2018	238
45	A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration	Biomedical Signal Processing and Control	2019	236
46	Cloud/Fog Computing Resource Management and Pricing for Blockchain Networks	IEEE Internet of Things Journal	2019	234
47	Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis	Cognitive Computation	2018	232
48	Deep Anomaly Detection for Time-Series Data in Industrial IoT: A Communication-Efficient On-Device Federated Learning Approach	IEEE Internet of Things Journal	2021	227
49	A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications	IEEE Transactions on Knowledge and Data Engineering	2023	227
50	Known and Unknown Facts of LoRa	ACM Transactions on Sensor Networks	2019	226

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