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Ahmed Elsayed

2 papers indexed

arxivcs.CRcs.CVcs.SEeess.IV2026-07-31

A Biometric Sensor Network to Enable Real-Time Measurement of Individual Student Engagement in STEM Lecture Environments

Ahmed Elsayed

Student engagement (SE) is a critical predictor of academic performance and retention in STEM education, yet existing measurement approaches are often intrusive, manually intensive, or unsuitable for real-time classroom use. This thesis proposes a novel $\textit{Biometric Sensor…

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crossrefInfrastructures2026-02-26Cited by 1

From Prediction to Explanation: Explainable Machine Learning for Motor Vehicle–Involved Pedestrian and Cyclist Crash Risk

Ahmed Elsayed, Ahmed Abdel-Rahim, Logan Prescott

Pedestrian and cyclist safety at urban intersections remains a critical challenge for transportation agencies, as vulnerable road users are significantly exposed to crash risks in complex traffic environments. Identifying high-risk locations and factors that contribute to crashes…

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