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New approach for sugarcane disease recognition through visible and near-infrared spectroscopy and a modified wavelength selection method using machine learning models

Pauline Ong, Jinbao Jian, Xiuhua Li, Chengwu Zou, Jianghua Yin, Guodong Ma

2023Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy20 citationsDOI

Topics & Concepts

Support vector machineFeature selectionSelection (genetic algorithm)Artificial intelligencePattern recognition (psychology)Computer scienceRandom forestMachine learningNaive Bayes classifierWavelengthOpticsPhysicsSpectroscopy and Chemometric AnalysesSugarcane Cultivation and ProcessingSmart Agriculture and AI
New approach for sugarcane disease recognition through visible and near-infrared spectroscopy and a modified wavelength selection method using machine learning models | Litcius