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Predicting seismic-induced liquefaction through ensemble learning frameworks

The regional nature of liquefaction records and limited information available for a certain set of explanatories motivate the development of complex prediction techniques. Indirect methods are commonly applied to incidentally derive a hyperplane to this binary classification problem. Machine learnin...

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Detalles Bibliográficos
Autores principales: Alobaidi, Mohammad H., Meguid, Mohamed A., Chebana, Fateh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692379/
https://www.ncbi.nlm.nih.gov/pubmed/31409827
http://dx.doi.org/10.1038/s41598-019-48044-0