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Author

Khalifa Mansouri

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2 papers indexed here

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Open access Oct 2026

Classification of Occupational Accident Risks through Machine Learning Algorithms

This study proposes a Machine Learning (ML_-based framework for the automatic classification of accident narratives into Risk and Non-Risk categories to support the risk identification phase of occupational risk management. A manually labeled dataset containing 278 accident narratives derived from the publicly availabl...

Kawtar Benderouach, Idriss Bennis, Khalifa Mansouri · 0 citations
Review Open access Aug 2026

Development and pilot testing of multi-stakeholder questionnaires for assessing University 4.0 transformation in higher education institutions

The transition to University 4.0 requires higher education institutions to develop reliable and context-appropriate tools capable of evaluating digital, pedagogical, research, and governance transformations from the perspective of multiple stakeholders. In Morocco, the available evaluation tools remain limited, as...

Fatima Abnoulgid, Sarah Aouhassi, Khalifa Mansouri et al. · 0 citations

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