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IEEE Transactions on Machine Learning in Communications and Networking
IF
Papers
42
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Journal Papers
42
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Journal Papers
42
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Publication Date
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Citations
Reliable and Energy-Efficient MAC Protocols in Industrial IoT Networks via Multi-Agent Reinforcement Learning
IEEE Transactions on Machine Learning in Communications and Networking
IF
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2026-01-01
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Miuccio, Luciano; Panno, Daniela; Riolo, Salvatore; Schiliro, Anita
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Personalized Federated Learning With Adaptive Transformer Pruning and Hypernetwork-Driven Personalization in Wireless Networks
IEEE Transactions on Machine Learning in Communications and Networking
IF
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2026-01-01
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Hamood, Moqbel; Albaseer, Abdullatif; El-Sallabi, Hassan; Abdallah, Mohamed; Al-Fuqaha, Ala; Hamdaoui, Bechir
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Reinforcement Learning-Driven Honeypots: Tactic-Based Defense for Industrial Control Systems
IEEE Transactions on Machine Learning in Communications and Networking
IF
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2026-01-01
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Lin, Ying-Dar; Mankaev, Rasul; Sudyana, Didik; Lai, Yuan-Cheng; Hwang, Ren-Hung
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TDoA-Based Self-Supervised Channel Charting With NLoS Mitigation
IEEE Transactions on Machine Learning in Communications and Networking
IF
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2026-01-01
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Ahadi, Mohsen; Esrafilian, Omid; Kaltenberger, Florian; Malik, Adeel
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Distributionally Robust Federated Learning With Client Drift Minimization
IEEE Transactions on Machine Learning in Communications and Networking
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2026-01-01
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Krouka, Mounssif; Issaid, Chaouki Ben; Bennis, Mehdi
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Multi-Generator Continual Learning for Robust Delay Prediction in 6G
IEEE Transactions on Machine Learning in Communications and Networking
IF
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2026-01-01
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Lan, Xiaoyu; Taghia, Jalil; Larsson, Hannes; Johnsson, Andreas
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PFL-GAN: Client Heterogeneity Meets Generative Models in Personalized Federated Learning
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
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Wijesinghe, Achintha; Zhang, Songyang; Ding, Zhi
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Transforming Indoor Localization: Advanced Transformer Architecture for NLOS Dominated Wireless Environments With Distributed Sensors
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
2
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Masrur, Saad; Cheng, Jung-Fu; Khamesi, Atieh R.; Guvenc, Ismail
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Radio Map-Based Delivery Sequence Design and Trajectory Optimization in UAV Cargo Delivery Systems
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
1
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Wu, Fahui; Wang, Zhijie; Cao, Jiangling; Peng, Shi; Xu, Yu; Gao, Yunfei; Wu, Qinghua; Yang, Dingcheng
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Peering Partner Recommendation for ISPs Using Machine Learning
IEEE Transactions on Machine Learning in Communications and Networking
IF
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2026-01-01
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Alam, Md Ibrahim Ibne; Senapati, Ankur; Mahmood, Anindo; Yuksel, Murat; Kar, Koushik
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A Deeper Look on Explanation Methods for Deep Learning Models on Raw-Based Traffic of DDoS Attacks
IEEE Transactions on Machine Learning in Communications and Networking
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2026-01-01
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Assadhan, Basil; Bashaiwth, Abdulmuneem; Binsalleeh, Hamad
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Robust Generalization of Graph Neural Networks for Scheduling Backscatter Communications at Scale
IEEE Transactions on Machine Learning in Communications and Networking
IF
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2026-01-01
0
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Perez-Ramirez, Daniel F.; Tsiftes, Nicolas; Perez-Penichet, Carlos; Kostic, Dejan; Voigt, Thiemo; Boman, Magnus
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Adaptive Nonlinear Digital Self-Interference Cancellation for Full-Duplex Wireless Systems Using Hypernetwork-Based Incremental Learning
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
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Islam, Sheikh; Ma, Xin; Chigan, Chunxiao
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Signal Whisperers: Enhancing Wireless Reception Using DRL-Guided Reflector Arrays
IEEE Transactions on Machine Learning in Communications and Networking
IF
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2026-01-01
0
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Le, Hieu; Bedir, Oguz; Ibrahim, Mostafa; Tao, Jian; Ekin, Sabit
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ARCS: Adversarial RF Map Categorization and Synthesis Through Unsupervised Feature Extraction
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
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Sarkar, Sopan; Krunz, Marwan; Manzi, David; Kulkarni, Rajesh
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Optimizing Immersive Services With Parallel In-Network Rendering and Deep RL
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
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Gherari, Manel; Maia, Adyson; Dieye, Mouhamad; Elbiaze, Halima; Ghamri-Doudane, Yacine; Glitho, Roch H.
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Receiver-Agnostic Radio Frequency Fingerprint Identification via Federated Learning
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
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Gul, Faiza; Zhou, Xiangyun; Barnard, Amanda S.; Durrani, Salman
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Equivariant Multi-Agent Reinforcement Learning for Multimodal Vehicle-to-Infrastructure Systems
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
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Chaaya, Charbel Bou; Bennis, Mehdi
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Fine-Tuning Lightweight LLM for Enhanced Network Understanding: A Rephrase and Contrast Approach
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
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Wang, Liujianfu; Lin, Jingqi; Du, Yuyang; Pan, Yuchen; Chen, Kexin; Liew, Soung Chang
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ICT-META: In-Context Aware Few-Shot Learner for Encrypted Traffic Classification
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
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Chang, Chengxiang; Li, Ying; Seneviratne, Suranga; Cai, Xingquan
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