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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Khalifa Mansouri

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3 papers indexed here

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Open access Sep 2026

Design and pilot evaluation of a collaborative platform for the inclusive integration of ICT in Morocco

ICT-related needs in inclusive education are often reported informally, with limited traceability and weak stakeholder coordination. This study designs and evaluates a socio-technical platform to structure requests, match needs to solutions, and support shared decisions. We developed a collaborative platform combining...

Mounia Machkour, Latifa Lamalif, S. Faris et al. · 0 citations
Open access Sep 2026

Analysis of learning in Moroccan secondary education: computer model and data-driven pedagogy

In an educational context characterized by rapid digital transformation, learning analytics offers strong potential to personalize instruction and enhance teaching practices. However, in Moroccan pioneer colleges, this potential remains largely underexploited. This study aims to design a computational model that transf...

Latifa Lamalif, Mounia Machkour, S. Faris et al. · 0 citations
Open access Jul 2026

Explainable machine learning for early classification of middle school student performance

Identifying students at risk of academic underperformance early is a longstanding difficulty for school systems, and the difficulty is sharpest where socioeconomic inequality is severe. This study presents an interpretable machine learning framework for predicting academic outcomes in middle school. The framework was d...

Mohamed El Jihaoui, Oum El Kheir Abra, Khalifa Mansouri · 0 citations

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