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Ship roll motion prediction based on ℓ(1) regularized extreme learning machine

In this paper, a new method is proposed for prediction of ship roll motion based on extreme learning machine (ELM). To improve the prediction accuracy and avoid over or under fitting, two techniques are adopted to select the appropriate structure of ELM. First, the inputs of the ELM are selected fro...

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Detalles Bibliográficos
Autores principales: Guan, Binglei, Yang, Wei, Wang, Zhibin, Tang, Yinggan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207323/
https://www.ncbi.nlm.nih.gov/pubmed/30376580
http://dx.doi.org/10.1371/journal.pone.0206476