Deep chemometrics: validation and transfer of a global deep near‐infrared fruit model to use it on a new portable instrument

Recently, a large near-infrared spectroscopy data set for mango fruit quality assessment was made available online. Based on that data, a deep learning (DL) model outperformed all major chemometrics and machine learning approaches. However, in earlier studies, the model validation was limited to the...

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Detalhes bibliográficos
Autor principal: Mishra, Puneet (author)
Outros Autores: Passos, Dário (author)
Formato: article
Idioma:eng
Publicado em: 2021
Assuntos:
Texto completo:http://hdl.handle.net/10400.1/16885
País:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/16885