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1
RACH Traffic Prediction in Massive Machine Type Communications
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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2
AI-Powered System for an Efficient and Effective Cyber Incidents Detection and Response in Cloud Environments
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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3
Neuromorphic Wireless Split Computing With Multi-Level Spikes
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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4
Improving Generalization of ML-Based IDS With Lifecycle-Based Dataset, Auto-Learning Features, and Deep Learning
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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5
DFL: Dynamic Federated Split Learning in Heterogeneous IoT
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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6
Data-Driven Energy Efficiency Modeling in Large-Scale Networks: An Expert Knowledge and ML-Based Approach
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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7
Reinforcement Learning With Selective Exploration for Interference Management in mmWave Networks
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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8
<monospace>TWIRLD</monospace>: Transformer Generated Terahertz Waveform for Improved Radio Link Distance
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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9
Computer Vision Aided Beamforming Fused With Limited Feedback
Published 2023-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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10
Information Bottleneck-Based Domain Adaptation for Hybrid Deep Learning in Scalable Network Slicing
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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11
Stealthy Adversarial Attacks on Machine Learning-Based Classifiers of Wireless Signals
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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12
Physical Layer Spoof Detection and Authentication for IoT Devices Using Deep Learning Methods
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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13
Federated Analytics With Data Augmentation in Domain Generalization Toward Future Networks
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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14
Learning Random Access Schemes for Massive Machine-Type Communication With MARL
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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15
Sybil Attack Detection Based on Signal Clustering in Vehicular Networks
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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16
SICNN: Soft Interference Cancellation Inspired Neural Network Equalizers
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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17
Deep Reinforcement Learning for Resource Constrained Multiclass Scheduling in Wireless Networks
Published 2023-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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18
Multi-Agent Reinforcement Learning With Action Masking for UAV-Enabled Mobile Communications
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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19
Robust and Lightweight Modeling of IoT Network Behaviors From Raw Traffic Packets
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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20
Calibrating AI Models for Wireless Communications via Conformal Prediction
Published 2023-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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