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Hong-Yu Yu

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Open access Sep 2026

Machine-assisted adaptive feedback consensus method for large-scale group decision making based on reinforcement learning

Introduction Traditional consensus-reaching processes in large-scale group decision making (LSGDM) rely heavily on empirically determined feedback parameters and have difficulty balancing consensus efficiency with the preservation of expert opinions. To address this problem, this paper proposes a reinforcement learning...

Hong-Yu Yu, Xuan-Hua Xu, Wei-Wei Zhang · 0 citations
#machine learning Preprint Sep 2026

Physiologically Informed Digital Auscultation for Pneumonia Detection in Long-term Care Residents

Findings indicate automated multi-channel lung-sound analysis can aid long-term care pneumonia diagnosis, with X-ray supervision being more reliable than clinical, and fewer channels preserving performance while lowering acquisition times.

Nicholas Rasmussen, O. Zaslavsky, Zih-Ling Wang et al. · 0 citations

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