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期刊详情
I
IEEE Transactions on Machine Learning in Communications and Networking
IF
论文数
42
被引数
相关解读
0
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期刊论文
42
相关解读
0
期刊论文
42
发表时间
发表时间
IF
被引数
TDoA-Based Self-Supervised Channel Charting With NLoS Mitigation
基于TDoA的自监督信道测绘与非视距缓解
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Ahadi, Mohsen; Esrafilian, Omid; Kaltenberger, Florian; Malik, Adeel
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Reliable and Energy-Efficient MAC Protocols in Industrial IoT Networks via Multi-Agent Reinforcement Learning
基于多智能体强化学习的工业物联网网络中可靠且节能的MAC协议
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
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
无线网络中基于自适应Transformer剪枝和超网络驱动的个性化联邦学习
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
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
强化学习驱动的蜜罐:基于战术的工业控制系统防御
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Lin, Ying-Dar; Mankaev, Rasul; Sudyana, Didik; Lai, Yuan-Cheng; Hwang, Ren-Hung
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Distributionally Robust Federated Learning With Client Drift Minimization
分布鲁棒联邦学习与客户端漂移最小化
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Krouka, Mounssif; Issaid, Chaouki Ben; Bennis, Mehdi
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Multi-Generator Continual Learning for Robust Delay Prediction in 6G
多生成器持续学习在6G中实现鲁棒延迟预测
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Lan, Xiaoyu; Taghia, Jalil; Larsson, Hannes; Johnsson, Andreas
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PFL-GAN: Client Heterogeneity Meets Generative Models in Personalized Federated Learning
PFL-GAN:个性化联邦学习中客户端异构性与生成模型的结合
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Wijesinghe, Achintha; Zhang, Songyang; Ding, Zhi
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Transforming Indoor Localization: Advanced Transformer Architecture for NLOS Dominated Wireless Environments With Distributed Sensors
基于分布式传感器的非视距主导无线环境下的先进Transformer架构,实现室内定位的革新
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
2
PRE
AI
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
吴福; 王志; 曹杰; 彭思; 许毅; 高宇; 吴强; 杨东. 基于无线地图的无人机货物运输系统中的配送序列设计与轨迹优化. 2026年IEEE机器学习通信网络汇刊,4卷,17-32页. [谷歌学术] [ CrossRef ]
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
1
PRE
AI
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
利用机器学习为ISP提供对等伙伴推荐
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
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
针对DDoS攻击原始流量中深度学习模型解释方法的深入研究
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Assadhan, Basil; Bashaiwth, Abdulmuneem; Binsalleeh, Hamad
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Robust Generalization of Graph Neural Networks for Scheduling Backscatter Communications at Scale
大规模后向散射通信调度的图神经网络鲁棒泛化
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
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
基于超网络增量学习的全双工无线系统自适应非线性数字自干扰消除
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Islam, Sheikh; Ma, Xin; Chigan, Chunxiao
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Signal Whisperers: Enhancing Wireless Reception Using DRL-Guided Reflector Arrays
信号 whisperers:利用 DRL 引导反射器阵列增强无线接收
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Le, Hieu; Bedir, Oguz; Ibrahim, Mostafa; Tao, Jian; Ekin, Sabit
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Optimizing Immersive Services With Parallel In-Network Rendering and Deep RL
通过并行网络内渲染和深度强化学习优化沉浸式服务
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
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
基于联邦学习的收发器无关射频指纹识别
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Gul, Faiza; Zhou, Xiangyun; Barnard, Amanda S.; Durrani, Salman
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Equivariant Multi-Agent Reinforcement Learning for Multimodal Vehicle-to-Infrastructure Systems
等变多智能体强化学习在多模态车-基础设施系统中的应用
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Chaaya, Charbel Bou; Bennis, Mehdi
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Fine-Tuning Lightweight LLM for Enhanced Network Understanding: A Rephrase and Contrast Approach
轻量化大语言模型的微调以增强网络理解:一种重述与对比方法
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Wang, Liujianfu; Lin, Jingqi; Du, Yuyang; Pan, Yuchen; Chen, Kexin; Liew, Soung Chang
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ARCS: Adversarial RF Map Categorization and Synthesis Through Unsupervised Feature Extraction
ARCS: 通过无监督特征提取进行对抗性射频地图分类和合成
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Sarkar, Sopan; Krunz, Marwan; Manzi, David; Kulkarni, Rajesh
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Resilient AAV Trajectory Planning via Few-Shot Meta-Offline Reinforcement Learning
基于小样本元离线强化学习的鲁棒AAV轨迹规划
IEEE Transactions on Machine Learning in Communications and Networking
IF
0
2026-01-01
0
PRE
AI
Eldeeb, Eslam; Alves, Hirley
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