Author

H. Nhaila

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Open access Aug 2026

Enhancing Predictive Accuracy and Operational Performance Based on Entropy–TOPSIS Framework for Machine Learning Model Selection for Predictive Maintenance

A reproducible multicriteria decision-making framework that integrates objective Entropy-based weighting with the TOPSIS method for ML model selection in predictive maintenance applications is proposed and demonstrates that ML model selection in predictive maintenance should not rely solely on conventional predictive m...

Zouhair Marmoucha, M. el Khaili, A. Soulhi et al. · Applied Sciences · 0 citations

Open access Aug 2026

Assessing the Impact of Urban Boulevard Widening on Emergency Vehicle Mobility and Response Efficiency

Improving emergency vehicle mobility in congested urban environments is a critical challenge for transportation systems. Although roadway capacity expansions, such as widening roads, are often deployed to reduce congestion, their impact on emergency response performance is not always guaranteed, especially when delays...

Imane Chakir, M. el Khaili, Adil El Arfaoui et al. · Future Transportation · 0 citations