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Uses of selection strategies in both spectral and sample spaces for classifying hard and soft blueberry using near infrared data

In the current work, we attempt to leverage the fewer wavelengths and samples to develop a classification model for classifying hard and soft blueberries using near infrared (NIR) data. To do this, random frog selection and active learning approaches are used in the spectral space and the sample que...

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Detalles Bibliográficos
Autores principales: Hu, Menghan, Zhai, Guangtao, Zhao, Yu, Wang, Zhaodi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5923227/
https://www.ncbi.nlm.nih.gov/pubmed/29703949
http://dx.doi.org/10.1038/s41598-018-25055-x