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Anomaly Detection in Network Traffic Using Advanced Machine Learning Techniques
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Convolutional Neural Network Compression via Dynamic Parameter Rank Pruning
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Method of Evaluating and Predicting Traffic State of Highway Network Based on Deep Learning
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Energy Efficiency of Kernel and User Space Level VPN Solutions in AIoT Networks
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Joint Noniterative Beamforming Schemes for BER Minimization in Next-Generation Wireless Sensor Networks
Published 2025-01-01“…This research paper proposes three joint transmit and receive (TX/RX) beamforming schemes for minimizing the bit error rates of next-generation wireless sensor networks. …”
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Fault Detection for Wireless Networked Control Systems with Stochastic Switching Topology and Time Delay
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OBTPN: A Vision-Based Network for UAV Geo-Localization in Multi-Altitude Environments
Published 2025-01-01“…In this paper, we propose a novel end-to-end network, OBTPN. In the initial phase of the model, we optimized the distribution of attention within the primary network, aiming to achieve a balance between self-attention and cross-attention. …”
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Graph Neural Network-Based Approach for Detecting False Data Injection Attacks on Voltage Stability
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Capacity Enhancement in 60 GHz Based D2D Networks by Relay Selection and Scheduling
Published 2015-01-01“…However, its tremendous propagation loss and signal blockage may severely affect the network throughput. In current data-centric device-to-device (D2D) communication networks, the devices with intended data communications usually lay in close proximity, unlike the case in voice-centric networks. …”
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A New QoS Management Scheme for VoIP Application over Wireless Ad Hoc Networks
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GNN-EADD: Graph Neural Network-Based E-Commerce Anomaly Detection via Dual-Stage Learning
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