Less is more: Avoiding the LIBS dimensionality curse through judicious feature selection for explosive detection

Despite its intrinsic advantages, translation of laser induced breakdown spectroscopy for material identification has been often impeded by the lack of robustness of developed classification models, often due to the presence of spurious correlations. While a number of classifiers exhibiting high dis...

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Detalles Bibliográficos
Autores principales: Kumar Myakalwar, Ashwin, Spegazzini, Nicolas, Zhang, Chi, Kumar Anubham, Siva, Dasari, Ramachandra R., Barman, Ishan, Kumar Gundawar, Manoj
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4541340/
https://www.ncbi.nlm.nih.gov/pubmed/26286630
http://dx.doi.org/10.1038/srep13169

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4541340/
https://www.ncbi.nlm.nih.gov/pubmed/26286630
http://dx.doi.org/10.1038/srep13169

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