Rapid differentiation of Ghana cocoa beans by FT-NIR spectroscopy coupled with multivariate classification

Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy

Volumn 114, Issue , 2013, Pages 183-189

  Teye, Ernest ^a,b   Huang, Xingyi ^a   Dai, Huang ^a   Chen, Quansheng ^a  

^a JIANGSU UNIVERSITY   (China)

^b UNIVERSITY OF CAPE COAST   (Ghana)

Author keywords

Ghana cocoa beans; Near infrared spectroscopy; Support vector machine

Indexed keywords

BACKPROPAGATION; COCOA; DEEP NEURAL NETWORKS; DISCRIMINANT ANALYSIS; FORECASTING; IMAGE RETRIEVAL; INFRARED DEVICES; NEAR INFRARED SPECTROSCOPY; NEAREST NEIGHBOR SEARCH; NEURAL NETWORKS; QUALITY ASSURANCE; QUALITY CONTROL; SPECTRUM ANALYSIS; SUPPORT VECTOR MACHINES;

BACK PROPAGATION ARTIFICIAL NEURAL NETWORK (BPANN); COCOA BEANS; K NEAREST NEIGHBOR (KNN); LINEAR DISCRIMINANT ANALYSIS; MULTIVARIATE CLASSIFICATION; NONLINEAR CLASSIFICATION; RAPID DIFFERENTIATION; TRACEABILITY MANAGEMENTS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 84886077449     PISSN: 13861425     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.saa.2013.05.063     Document Type: Article

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