Publicaciones en colaboración con investigadores/as de University of Maryland, College Park (11)

2022

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

    EPJ Data Science, Vol. 11, Núm. 1

2021

  1. 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

2020

  1. 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

2018

  1. 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)

2016

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

    2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA)

  2. Topic Models to Infer Socio-Economic Maps

    THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE

  3. Topic models to infer socio-economic maps

    30th AAAI Conference on Artificial Intelligence, AAAI 2016

2014

  1. Estimation of traffic flow using passive cell-phone data

    Proceedings of the ACM SIGMOD International Conference on Management of Data

  2. Flooding through the Lens of Mobile Phone Activity

    PROCEEDINGS OF THE FOURTH IEEE GLOBAL HUMANITARIAN TECHNOLOGY CONFERENCE (GHTC 2014)

  3. Flooding through the lens of mobile phone activity

    Proceedings of the 4th IEEE Global Humanitarian Technology Conference, GHTC 2014

  4. Spectral clustering for sensing urban land use using Twitter activity

    Engineering Applications of Artificial Intelligence, Vol. 35, pp. 237-245