Manuel Garcia-Herranz

Employment

• UNICEF Chief Scientist
  2014 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (45)

• Applying Computational Engineering Modeling to Analyze the Social Impact of Conflict and Violent Events
  Entropy 2025 DOI: 10.3390/e27101003
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• Detecting bias in algorithms used to disseminate information in social networks and mitigating it using multiobjective optimization
  PNAS Nexus 2025 DOI: 10.1093/pnasnexus/pgaf291
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• THE OPPORTUNITIES, LIMITATIONS, AND CHALLENGES IN USING MACHINE LEARNING TECHNOLOGIES FOR HUMANITARIAN WORK AND DEVELOPMENT
  Advances in Complex Systems 2024 DOI: 10.1142/S0219525924400022
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• Socioeconomic reorganization of communication and mobility networks in response to external shocks
  Proceedings of the National Academy of Sciences 2023 DOI: 10.1073/pnas.2305285120
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• Social Media Sensors to Detect Early Warnings of Influenza at Scale
  2022 DOI: 10.1101/2022.11.15.22282355
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• Crop type mapping by using transfer learning
  International Journal of Applied Earth Observation and Geoinformation 2021 DOI: 10.1016/j.jag.2021.102313
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• Trade-offs between individual and ensemble forecasts of an emerging infectious disease
  [] 2021 DOI: 10.1101/2021.02.25.21252363
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• Contact Tracing: Computational Bounds, Limitations and Implications
  2021
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• Mapping socioeconomic indicators using social media advertising data
  EPJ Data Science 2020 DOI: 10.1140/epjds/s13688-020-00235-w
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• Digital Contact Tracing and Surveillance during COVID-19
  Innocenti Working Papers 2020 DOI: 10.18356/1483e560-en
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