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IEEE Transactions on Machine Learning in Communications and Networking
ISSN:
2831-316X
Source type:
journal
Publisher:
Institute of Electrical and Electronics Engineers
Fully OA:
Yes
DOAJ:
Yes
Article Processing Charge:
$2,075
OpenAlex ID:
S4387283721
Channel Estimation Using CNN-LSTM in RIS-NOMA Assisted 6G Network
2023
·
Chi Nguyen
, Tiep M. Hoang
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
101
PDF
Learning Radio Environments by Differentiable Ray Tracing
2024
·
Jakob Hoydis
, Fayçal Aït Aoudia
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
64
Deep Ensemble Learning With Pruning for DDoS Attack Detection in IoT Networks
2024
·
Makhduma F. Saiyedand
, Irfan Al-Anbagi
·
IEEE Transactions on Machine Learning in Communications and Networking
·
55
Indoor Localization With Robust Global Channel Charting: A Time-Distance-Based Approach
2023
·
Maximilian Stahlke
, George Yammine
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
52
PDF
On Learning Generalized Wireless MAC Communication Protocols via a Feasible Multi-Agent Reinforcement Learning Framework
2024
·
Luciano Miuccio
, Salvatore Riolo
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
48
PDF
TelecomGPT: A Framework to Build Telecom-Specific Large Language Models
2025
·
Hang Zou
, Qiyang Zhao
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
47
Constrained Federated Learning for AoI-Limited SFC in UAV-Aided MEC for Smart Agriculture
2023
·
Mohammad Akbari
, Aisha Syed
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
47
PDF
Access Point Clustering in Cell-Free Massive MIMO Using Conventional and Federated Multi-Agent Reinforcement Learning
2023
·
Bitan Banerjee
, Robert C. Elliott
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
46
PDF
Learning Resource Allocation Policy: Vertex-GNN or Edge-GNN?
2024
·
Yao Peng
, Jia Guo
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
45
PDF
Communication-Efficient Federated Learning for Resource-Constrained Edge Devices
2023
·
Guangchen Lan
, Xiao-Yang Liu
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
43
PDF
Semantic Importance-Aware Communications With Semantic Correction Using Large Language Models
2025
·
Shuaishuai Guo
, Yanhu Wang
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
42
Accelerating Fair Federated Learning: Adaptive Federated Adam
2024
·
Li Ju
, Tianru Zhang
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
41
A Deep Learning Based Induced GNSS Spoof Detection Framework
2024
·
Asif Iqbal
, Muhammad Naveed Aman
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
39
PDF
AI-Powered System for an Efficient and Effective Cyber Incidents Detection and Response in Cloud Environments
2025
·
Mohammed Ashfaaq M. Farzaan
, Mohamed Chahine Ghanem
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
37
RNN Based Channel Estimation in Doubly Selective Environments
2023
·
Abdul Karim Gizzini
, Marwa Chafii
·
IEEE Transactions on Machine Learning in Communications and Networking
·
37
PDF
Deep Learning Forecasting and Statistical Modeling for Q/V-Band LEO Satellite Channels
2023
·
Bassel Al Homssi
, Chiu C. Chan
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
37
PDF
A Deep Reinforcement Learning-Based Resource Scheduler for Massive MIMO Networks
2023
·
Qing An
, Santiago Segarra
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
37
PDF
3D Radio Map-Based GPS Spoofing Detection and Mitigation for Cellular-Connected UAVs
2023
·
Yongchao Dang
, Alp Karakoc
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
37
PDF
Channel Path Loss Prediction Using Satellite Images: A Deep Learning Approach
2024
·
Chenlong Wang
, Bo Ai
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
33
Calibrating AI Models for Wireless Communications via Conformal Prediction
2023
·
Kfir M. Cohen
, Sangwoo Park
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
33
PDF
Graph Neural Networks Approach for Joint Wireless Power Control and Spectrum Allocation
2024
·
Maher Marwani
, Georges Kaddoum
·
IEEE Transactions on Machine Learning in Communications and Networking
·
32
Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications
2024
·
Mehdi Letafati
, Samad Ali
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
30
Calibrating Wireless Ray Tracing for Digital Twinning Using Local Phase Error Estimates
2024
·
Clement Ruah
, Osvaldo Simeone
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
30
LLM4WM: Adapting LLM for Wireless Multi-Tasking
2025
·
Xuanyu Liu
, Shijian Gao
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
28
Energy-Efficient on-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing
2024
·
Flor Ortiz
, Nicolas Skatchkovsky
, et al.
·
IEEE Transactions on Machine Learning in Communications and Networking
·
28
PDF
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Works count:
310
Citation count:
2,622
H-index:
27
I10-index:
88
2yr mean citedness:
6.801
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