Machine Learning Department

34(top 2%)

papers

558(top 2%)

citations

12(top 2%)

h-index

24(top 2%)

g-index

all documents

604

doc citations

190

citing journals

Top Articles

#	Title	Journal	Year	Citations
1	Deep Learning-Powered Vessel Trajectory Prediction for Improving Smart Traffic Services in Maritime Internet of Things	IEEE Transactions on Network Science and Engineering	2022	84
2	Sustainability of Healthcare Data Analysis IoT-Based Systems Using Deep Federated Learning	IEEE Internet of Things Journal	2022	58
3	Deep-Distributed-Learning-Based POI Recommendation Under Mobile-Edge Networks	IEEE Internet of Things Journal	2023	52
4	Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities	IEEE Communications Surveys and Tutorials	2022	51
5	The Duo of Artificial Intelligence and Big Data for Industry 4.0: Applications, Techniques, Challenges, and Future Research Directions	IEEE Internet of Things Journal	2022	50
6	Industrial digital twins at the nexus of NextG wireless networks and computational intelligence: A survey	Journal of Network and Computer Applications	2022	41
7	Intelligent Edge-Enabled Efficient Multi-Source Data Fusion for Autonomous Surface Vehicles in Maritime Internet of Things	IEEE Transactions on Green Communications and Networking	2022	29
8	Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligence	IEEE Communications Surveys and Tutorials	2022	29
9	Blockchain-Empowered Security and Energy Efficiency of Drone Swarm Consensus for Environment Exploration	IEEE Transactions on Green Communications and Networking	2023	29
10	PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks	IEEE Internet of Things Journal	2023	21
11	Exploring Deep-Reinforcement-Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT	IEEE Internet of Things Journal	2022	20
12	Artificial Intelligence for 6G Networks: Technology Advancement and Standardization	IEEE Vehicular Technology Magazine	2022	18
13	Digital-Twin-Enabled IoMT System for Surgical Simulation Using rAC-GAN	IEEE Internet of Things Journal	2022	14
14	Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous Multi-RAT Networks	IEEE Transactions on Cognitive Communications and Networking	2022	12
15	SDN-Assisted Mobile Edge Computing for Collaborative Computation Offloading in Industrial Internet of Things	IEEE Internet of Things Journal	2022	12
16	Intelligent Blockchain-Enabled Communication and Services: Solutions for Moving Internet of Things Devices	IEEE Robotics and Automation Magazine	2022	9
17	Dynamic Network Slicing and Resource Allocation for 5G-and-Beyond Networks	IEEE Robotics and Automation Magazine	2022	9
18	Multiagent Reinforcement-Learning-Aided Service Function Chain Deployment for Internet of Things	IEEE Internet of Things Journal	2022	8
19	Blockchain-Based Resource Trading in Multi-UAV-Assisted Industrial IoT Networks: A Multi-Agent DRL Approach	IEEE Transactions on Network and Service Management	2023	8
20	A Game Theoretic Analysis for Power Management and Cost Optimization of Green Base Stations in 5G and Beyond Communication Networks	IEEE Transactions on Network and Service Management	2022	7
21	A Secure Energy Efficient Scheme for Cooperative IoT Networks	IEEE Transactions on Communications	2022	5
22	Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters	IEEE Transactions on Network and Service Management	2022	4
23	Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification	IEEE Transactions on Network and Service Management	2022	4
24	MLB-IoD: Multi Layered Blockchain Assisted 6G Internet of Drones Ecosystem	IEEE Transactions on Vehicular Technology	2023	4
25	Channel-Resilient Deep-Learning-Driven Device Fingerprinting Through Multiple Data Streams	IEEE Open Journal of the Communications Society	2023	4
26	Decentralized Renewable Resource Redistribution and Optimization for Beyond 5G Small Cell Base Stations: A Machine Learning Approach	IEEE Systems Journal	2023	3
27	Toward Secure IoT Networks in Healthcare Applications: A Game-Theoretic Anti-Jamming Framework	IEEE Internet of Things Journal	2022	3
28	Guest Editorial: Empowering Sustainable Energy Infrastructures via AI-Assisted Wireless Communications	IEEE Wireless Communications	2021	2
29	Federated Learning Stability Under Byzantine Attacks	IEEE Wireless Communications	2022	2
30	RANCE: A Randomly Centralized and On-Demand Clustering Protocol for Mobile Ad Hoc Networks	IEEE Internet of Things Journal	2022	2
31	A Novel Hybrid-ARPPO Algorithm for Dynamic Computation Offloading in Edge Computing	IEEE Internet of Things Journal	2022	2
32	An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management	IEEE Transactions on Network and Service Management	2022	2
33	Collaborative Byzantine Resilient Federated Learning	IEEE Internet of Things Journal	2023	2
34	Accelerated IoT Anti-Jamming: A Game Theoretic Power Allocation Strategy	IEEE Transactions on Wireless Communications	2022	1
35	Robust Decentralized Federated Learning Using Collaborative Decisions	IEEE Transactions on Wireless Communications	2022	1
36	A Novel Authentication Protocol for IoT-Enabled Devices	IEEE Internet of Things Journal	2023	1
37	A Novel Framework of Federated and Distributed Machine Learning for Resource Provisioning in 5G and Beyond using Mobile-Edge SCBS	IEEE Transactions on Network and Service Management	2022	1
38	Joint Parking and Power Management for Electric Vehicle Edge Computing: A Bilevel Optimization Approach	IEEE Transactions on Network and Service Management	2022	0
39	Intelligent Edge-Aided Network Slicing for 5G and Beyond Networks	IEEE Transactions on Network and Service Management	2022	0
40	Motivating Learners in Multiorchestrator Mobile Edge Learning: A Stackelberg Game Approach	Canadian Journal of Electrical and Computer Engineering	2023	0
41	Machine Learning Based Non-intrusive Digital Forensic Service for Smart Homes	IEEE Transactions on Network and Service Management	2022	0
42	Using Cloud Computing Based Crowdsourcing for Security and Privacy Settings of Android Users	IEEE Transactions on Network and Service Management	2022	0

Profile

Scientometrics

Citing Bodies

Machine Learning Department

Top Articles