Identifying geopolitical event precursors using attention-based LSTMs

Forecasting societal events such as civil unrest, mass protests, and violent conflicts is a challenging problem with several important real-world applications in planning and policy making. While traditional forecasting approaches have typically relied on historical time series for generating such f...

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Detalles Bibliográficos
Autores principales: Hossain, K. S. M. Tozammel, Harutyunyan, Hrayr, Ning, Yue, Kennedy, Brendan, Ramakrishnan, Naren, Galstyan, Aram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9662789/
https://www.ncbi.nlm.nih.gov/pubmed/36388399
http://dx.doi.org/10.3389/frai.2022.893875

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9662789/
https://www.ncbi.nlm.nih.gov/pubmed/36388399
http://dx.doi.org/10.3389/frai.2022.893875

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