Article ; Online: Development of a CH
Analytical methods : advancing methods and applications
2023 Volume 15, Issue 10, Page(s) 1286–1296
Abstract: In most of the near-infrared studies, near-infrared spectra (NIRS) were often mathematically treated. However, these algorithms selected a large number of variables and latent variables, and they caused the over-fitting phenomenon, which became very ... ...
Abstract | In most of the near-infrared studies, near-infrared spectra (NIRS) were often mathematically treated. However, these algorithms selected a large number of variables and latent variables, and they caused the over-fitting phenomenon, which became very common. The large number of variables made it impossible to extract the "chemical information" directly from the NIRS. To build robust and interpretable mathematical models, the non-dominated sorting genetic-II-competitive adaptive reweighted sampling (NSGAII-CARS) algorithm was proposed to determine influential functional groups for quantitative analysis. In this research, data on a primary mixture of two amino acids (AAs), namely NH |
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Language | English |
Publishing date | 2023-03-09 |
Publishing country | England |
Document type | Journal Article |
ZDB-ID | 2515210-5 |
ISSN | 1759-9679 ; 1759-9660 |
ISSN (online) | 1759-9679 |
ISSN | 1759-9660 |
DOI | 10.1039/d2ay02072f |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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