Rapid and Green Classification Method of Bacteria Using Machine Learning and NIR Spectroscopy
Leovergildo R. Farias,
João dos S. Panero,
Jordana S. P. Riss
et al.
Abstract:Green Chemistry is a vital and crucial instrument in achieving pollution control, and it plays an important role in helping society reach the Sustainable Development Goals (SDGs). NIR (near-infrared spectroscopy) has been utilized as an alternate technique for molecular identification, making the process faster and less expensive. Near-infrared diffuse reflectance spectroscopy and Machine Learning (ML) algorithms were utilized in this study to construct identification and classification models of bacteria such… Show more
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