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Carolina Palma-Preciado

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Open access Sep 2026

Exploring Crime Reports from Social Media Through Transformer-Based Text Classification and Geovisualization

The analysis of criminal acts is of great importance within society, as it enables the identification of high-risk areas with elevated crime rates. This type of knowledge not only provides insightful information about the safety of the environment to the population but can also serve as a strategic instrument for direc...

Carolina Palma-Preciado, M. Saldaña-Pérez, G. Sidorov · 0 citations
Open access Jul 2026

Geospatial Analysis for Sustainable Urban Planning: Mapping Crime Dynamics in Mexico City During the COVID-19 Pandemic

Ensuring a high quality of life for citizens is a fundamental objective for every city, with public safety representing one of the most critical challenges to social sustainability and equitable urban development. This study analyzes the spatiotemporal dynamics of violent crime in Mexico City across pre-pandemic, pande...

Yanil Contreras-Jiménez, Carolina Palma-Preciado, M. Torres-Ruiz et al. · 0 citations

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