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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...
Autores principales: | Kumar Myakalwar, Ashwin, Spegazzini, Nicolas, Zhang, Chi, Kumar Anubham, Siva, Dasari, Ramachandra R., Barman, Ishan, Kumar Gundawar, Manoj |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
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 |
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