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Erika María López-López

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Open access Oct 2026

Learning Preference Profiles and Visual Narratives in Higher Education: Relevance to Human Intelligence Research

University students differ in how they approach unfamiliar information, yet learning-style labels provide a weak basis for matching instruction to individuals. This study examined learning preference profiles and visual narratives in higher education, considering their relevance and limits for human intelligence resear...

Sebastián David Bohórquez-Ponce, Efraín de Jesús Hernández Buelvas, Erika María López-López et al. · Journal of Intelligence · 0 citations

Open access Jul 2026

Rare-Event Road-Traffic Fatality Prediction: A Reproducible Machine-Learning Benchmark with Time-Aware Validation, Calibration, and Interpretability

This study develops a reproducible machine-learning benchmark for rare-event road-traffic fatality prediction using an urban incident registry from Medellín, Colombia and clarifies the limits of registry-based prediction when exposure, traffic-flow, roadway, infrastructure, weather, and post-crash response variables ar...

Erika María López-López, O. Bru-Cordero, C. D. Correa-Álvarez · Future Transportation · 0 citations