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Explainability guided model collapse mitigation for synthetic data driven wireless decision systems.

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第一作者： Hassam Ahmed,Tahir

第一单位： School of Computing, Swinburne University, Melbourne, Australia.

作者： Hassam Ahmed,Tahir ^[1] ; Walaa,Alayed ^[2] ; Waqar Ul,Hassan ^[3] ; Muhammad Usman,Munir ^[4]

作者单位： School of Computing, Swinburne University, Melbourne, Australia. ^[1] Department of Information Technology, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, Riyadh, 11671, Saudi Arabia. wmalayed@pnu.edu.sa. ^[2] Department of Mathematics, Government College University, Lahore, 54000, Pakistan. ^[3] Shaheed Zulfiqar Ali Bhutto Institute of Science and Technology, Karachi, Pakistan. ^[4]

关键词 5G AI/ML Data science XAI

DOI 10.1038/s41598-026-58480-4

PMID 42420354

发布时间 2026-07-08

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