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Multi-label spacecraft electrical signal classification method based on DBN and random forest

In spacecraft electrical signal characteristic data, there exists a large amount of data with high-dimensional features, a high computational complexity degree, and a low rate of identification problems, which causes great difficulty in fault diagnosis of spacecraft electronic load systems. This pap...

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Detalles Bibliográficos
Autores principales: Li, Ke, Yu, Nan, Li, Pengfei, Song, Shimin, Wu, Yalei, Li, Yang, Liu, Meng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5423585/
https://www.ncbi.nlm.nih.gov/pubmed/28486479
http://dx.doi.org/10.1371/journal.pone.0176614