Publications (82) Publications de Enrique Frias Martinez

2022

  1. Comparing sources of mobility for modelling the epidemic spread of Zika virus in Colombia

    PLoS Neglected Tropical Diseases, Vol. 16, Núm. 7

  2. Enhancing short-term crime prediction with human mobility flows and deep learning architectures

    EPJ Data Science, Vol. 11, Núm. 1

  3. Improving epidemic risk maps using mobility information from mobile network data

    GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems

  4. Modeling international mobility using roaming cell phone traces during COVID-19 pandemic

    EPJ Data Science, Vol. 11, Núm. 1

  5. Using mobile network data to color epidemic risk maps

    Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology, SpatialEpi 2022

2021

  1. Análisis espacio-temporal de la segregación social a partir de datos de telefoníamóvil: el caso de Medellín (Colombia)

    Modelización y TIG aplicados a procesos espaciales urbanos y regionales: Libro de resúmenes

  2. Exploring night and day socio-spatial segregation based on mobile phone data: The case of Medellin (Colombia)

    Computers, Environment and Urban Systems, Vol. 89

  3. Spatial sensitivity analysis for urban hotspots using cell phone traces

    Environment and Planning B: Urban Analytics and City Science, Vol. 48, Núm. 9, pp. 2623-2639

  4. The contribution of telco data to fight the COVID-19 pandemic: Experience of Telefonica throughout its footprint

    DATA & POLICY, Vol. 3

  5. The contribution of telco data to fight the COVID-19 pandemic: Experience of Telefonica throughout its footprint

    DATA & POLICY, Vol. 3

  6. Trade-offs between individual and ensemble forecasts of an emerging infectious disease

    Nature Communications, Vol. 12, Núm. 1

2020

  1. A Characterization of the COVID-19 Pandemic Impact on a Mobile Network Operator Traffic

    Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC

  2. Addressing Under-Reporting to Enhance Fairness and Accuracy in Mobility-based Crime Prediction

    GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems

2019

  1. Characterization of Internal Migrant Behavior in the Immediate Post-Migration Period using Cell Phone Traces

    PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES AND DEVELOPMENT (ICTD)

  2. The inverted U-shaped effect of urban hotspots spatial compactness on urban economic growth

    Royal Society Open Science, Vol. 6, Núm. 11

2018

  1. MobInsight: A framework using semantic neighborhood features for localized interpretations of urban mobility

    ACM Transactions on Interactive Intelligent Systems, Vol. 8, Núm. 3

  2. Modeling human migration patterns during drought conditions in La Guajira, Colombia

    PROCEEDINGS OF THE 1ST ACM SIGCAS CONFERENCE ON COMPUTING AND SUSTAINABLE SOCIETIES (COMPASS 2018)

2017

  1. Estimación de la pobreza utilizando datos de teléfonos celulares : evidencia de Guatemala

    Manual sobre utilidades del big data para bienes públicos (Edimema), pp. 289-313

2016

  1. MobInsight: Understanding Urban Mobility with Crowd-Powered Neighborhood Characterizations

    IEEE International Conference on Data Mining Workshops, ICDMW

  2. Peer-to-Peer Microlending Platforms: Characterization of Online Traits

    2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA)