[HTML][HTML] Comparative Analysis of Machine Learning and Deep Learning Algorithms for Assessing Agricultural Product Quality Using NIRS

J Ren, Y Xiong, X Chen, Y Hao - Sensors, 2024 - mdpi.com
The success of near-infrared spectroscopy (NIRS) analysis hinges on the precision and
robustness of the calibration model. Shallow learning (SL) algorithms like partial least …

Geographical origin identification of Khao Dawk Mali 105 rice using combination of FT-NIR spectroscopy and machine learning algorithms

R Lapcharoensuk, C Moul - Spectrochimica Acta Part A: Molecular and …, 2024 - Elsevier
Abstract The mislabelled Khao Dawk Mali 105 rice coming from other geographical region
outside the Thung Kula Rong Hai region is extremely profitable and difficult to detect; to …