Application of Scikit and Keras Libraries for the Classification of Iron Ore Data Acquired by Laser-Induced Breakdown Spectroscopy (LIBS)

Due to the complexity of, and low accuracy in, iron ore classification, a method of Laser-Induced Breakdown Spectroscopy (LIBS) combined with machine learning is proposed. In the research, we collected LIBS spectra of 10 iron ore samples. At the beginning, principal component analysis algorithm was...

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Detalles Bibliográficos
Autores principales: Yang, Yanwei, Hao, Xiaojian, Zhang, Lili, Ren, Long
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7085611/
https://www.ncbi.nlm.nih.gov/pubmed/32143315
http://dx.doi.org/10.3390/s20051393

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7085611/
https://www.ncbi.nlm.nih.gov/pubmed/32143315
http://dx.doi.org/10.3390/s20051393

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