Author

Walla Al-Eidarous

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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. · Italian National Conference... · 0 citations

Open access Sep 2026

An Availability-Aware Adaptive Hybrid Localisation Framework with Structurally Invariant Decision Logic for GPS-Degraded Emergency Environments

Pedestrian localisation in emergency environments is challenged by degraded Global Positioning System (GPS) availability, mobile-anchor uncertainty, radio-frequency interference, non-line-of-sight distortion, and inertial drift. Reporting only valid-estimate error may conceal localisation outages and recovery burden. T...

Walla Al-Eidarous, Aeshah Alsiyami · Symmetry · 0 citations