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Ine Elisa Putri on Muck Rack

Ine Elisa Putri

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Articles

Optimized machine learning and artificial neural networks for NIRS-based prediction of mango internal quality

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By Kusumiyati Kusumiyati, Wawan Sutari, Unang Supratman, Agus Arip Munawar, Ine Elisa Putri, Yuda Hadiwijaya
| Nature Verified
Abstract A robust and updated approach for non-destructive prediction of key quality attributes in intact mangoes was developed by integrating near-infrared reflectance spectroscopy (NIRS) with advanced machine learning and artificial neural network (ANN) algorithms. In this study, NIR spectral data of 136 mango samples were collected and processed using standard normal variate (SNV) correction.
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