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A Novel Hybrid Model for Predicting Blast-Induced Ground Vibration Based on k-Nearest Neighbors and Particle Swarm Optimization

In this scientific report, a new technique of artificial intelligence which is based on k-nearest neighbors (KNN) and particle swarm optimization (PSO), named as PSO-KNN, was developed and proposed for estimating blast-induced ground vibration (PPV). In the proposed PSO-KNN, the hyper-parameters of...

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Detalles Bibliográficos
Autores principales: Bui, Xuan-Nam, Jaroonpattanapong, Pirat, Nguyen, Hoang, Tran, Quang-Hieu, Long, Nguyen Quoc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6765007/
https://www.ncbi.nlm.nih.gov/pubmed/31562369
http://dx.doi.org/10.1038/s41598-019-50262-5