The Opportunities, Limitations, and Challenges in using Machine Learning Technologies for Humanitarian Work and Development.

Rebeca Moreno Jimenez

Vedran Sekara Márton Karsai Esteban Moro Dohyung Kim Enrique Delamónica Manuel Cebrián Miguel A. Luengo-Oroz Rebeca Moreno Jimenez Manuel García-Herranz The Opportunities, Limitations, and Challenges in using Machine Learning Technologies for Humanitarian Work and Development. 2440002:1-2440002:16 2024 May 27 Adv. Complex Syst. 3 https://doi.org/10.1142/S0219525924400022 db/journals/advcs/advcs27.html#SekaraKMKDCLJG24 streams/journals/advcs

Arturo de Nieves Gutierrez de Rubalcava Oscar Sanchez Piñeiro Rebeca Moreno Jimenez Joseph Aylett-Bullock Azra Ismail Sofia Kyriazi Catherine Schneider Fred Sekidde Giulia del Panta Chao Huang Vanessa Maigné Miguel A. Luengo-Oroz Katherine Hoffmann Pham Modeling Population Movements under Uncertainty at the Border in Humanitarian Crises: A Situational Analysis Tool. 2023 abs/2303.15614 CoRR https://doi.org/10.48550/arXiv.2303.15614 db/journals/corr/corr2303.html#abs-2303-15614

Vedran Sekara Márton Karsai Esteban Moro Dohyung Kim Enrique Delamónica Manuel Cebrián Miguel A. Luengo-Oroz Rebeca Moreno Jimenez Manuel García-Herranz Are machine learning technologies ready to be used for humanitarian work and development? 2023 abs/2307.01891 CoRR https://doi.org/10.48550/arXiv.2307.01891 db/journals/corr/corr2307.html#abs-2307-01891

Joseph Aylett-Bullock Carolina Cuesta-Lázaro Arnau Quera-Bofarull Anjali Katta Katherine Hoffmann Pham Benjamin Hoover Hendrik Strobelt Rebeca Moreno Jimenez Aidan Sedgewick Egmond Samir Evers David Kennedy Sandra Harlass Allen Gidraf Kahindo Maina Ahmad Hussien Miguel A. Luengo-Oroz Operational response simulation tool for epidemics within refugee and IDP settlements: A scenario-based case study of the Cox's Bazar settlement. 2021 17 PLoS Comput. Biol. 10 https://doi.org/10.1371/journal.pcbi.1009360 https://www.wikidata.org/entity/Q113265283 db/journals/ploscb/ploscb17.html#Aylett-BullockC21

Christopher Earney Rebeca Moreno Jimenez Pioneering Predictive Analytics for Decision-Making in Forced Displacement Contexts. 101-119 2019 Data for Refugees Challenge https://doi.org/10.1007/978-3-030-12554-7_6 books/sp/SPLL2019 db/books/collections/SPLL2019.html#EarneyJ19 Jeremy Boy David Pastor-Escuredo Daniel Macguire Rebeca Moreno Jimenez Miguel A. Luengo-Oroz Towards an Understanding of Refugee Segregation, Isolation, Homophily and Ultimately Integration in Turkey Using Call Detail Records. 141-164 2019 Data for Refugees Challenge https://doi.org/10.1007/978-3-030-12554-7_8 books/sp/SPLL2019 db/books/collections/SPLL2019.html#BoyPMJL19 Joseph Aylett-Bullock Jeremy Boy Manuel Cebrián Carolina Cuesta-Lázaro Enrique Delamónica Christopher Earney Egmond Samir Evers Manuel García-Herranz Sandra Harlass Benjamin Hoover Chao Huang Ahmad Hussien Azra Ismail Márton Karsai Anjali Katta David Kennedy Do-Hyung KimDohyung Kim Sofia Kyriazi Miguel A. Luengo-Oroz Daniel Macguire Vanessa Maigné Allen Gidraf Kahindo Maina Esteban Moro Giulia del Panta David Pastor-Escuredo Katherine Hoffmann Pham Oscar Sanchez Piñeiro Arnau Quera-Bofarull Arturo de Nieves Gutierrez de Rubalcava Catherine Schneider Aidan Sedgewick Vedran Sekara Fred Sekidde Hendrik Strobelt