Articles with "improved federated" as a keyword



Improved Federated Learning Incentive Mechanism Algorithm Based on Explainable DAG Similarity Evaluation

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Published in 2025 at "Mathematics"

DOI: 10.3390/math13213507

Abstract: In vehicular networks, inter-vehicle data sharing and collaborative computing improve traffic efficiency and driving experience. However, centralized processing faces challenges with privacy, communication bottlenecks, and real-time performance. This paper proposes a trust assessment mechanism for… read more here.

Keywords: improved federated; asynchronous federated; mechanism; federated learning ... See more keywords