Laser-Induced Breakdown Spectroscopy Combined with Nonlinear Manifold Learning for Improvement Aluminum Alloy Classification Accuracy

Laser-induced breakdown spectroscopy (LIBS) spectra often include many intensity lines, and obtaining meaningful information from the input dataset and condensing the dimensions of the original data has become a significant challenge in LIBS applications. This study was conducted to classify five di...

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Detalles Bibliográficos

Autores principales:	Edward Harefa, Weidong Zhou
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2022-04-01
Colección:	Sensors
Materias:	LIBS dimensionality reduction manifold learning classification Isomap Laplacian eigenmaps
Acceso en línea:	https://www.mdpi.com/1424-8220/22/9/3129
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