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Author

M. Farrash

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Review Open access Sep 2026

Machine Learning-Based Prediction Model of Pilgrims’ Tiredness During Hajj Using Smartwatch Physiological and Mobility Indicators

Pilgrim safety during Hajj is challenged by dense crowds, sustained physical exertion, and demanding environmental conditions that can increase tiredness and compromise well-being. Although wearable sensing enables objective monitoring, the reviewed literature provides limited evidence on how synthetic augmentation aff...

Mazin Alshamrani, Shema Alhazmi, Tarik K. Alafif et al. · 0 citations

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