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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Recolector de Cienci...arrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
Recolector de Ciencia Abierta, RECOLECTA
Bachelor thesis . 2025
License: CC BY NC SA
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Logística humanitaria: la distribución de ayuda en situaciones de emergencia y sus desafíos

Authors: Ansótegui Núñez, Ainara;

Logística humanitaria: la distribución de ayuda en situaciones de emergencia y sus desafíos

Abstract

Aquest treball analitza el paper de la Logística Humanitària en la reducció de l’impacte dels desastres, combinant una revisió teòrica amb modelatge predictiu. A partir de 300 casos reals, s’ha desenvolupat un model de machine learning per estimar la mortalitat en funció de variables logístiques clau. El temps de resposta ha resultat ser el factor més determinant. El model ha assolit un R² de 0,616, evidenciant el seu potencial com a eina d’anàlisi i suport a la presa de decisions en contextos d’emergència.

Treball de fi de grau – Curs 2024-2025

Keywords

Logística humanitària, machine learning, emergències

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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