Pattern recognition of Chinese flue-cured tobaccos by an improved and simplified K-nearest neighbors classification algorithm on near infrared spectra

Analytica Chimica Acta

Volumn 633, Issue 1, 2009, Pages 43-50

  Ni, Li Jun ^a   Zhang, Li Guo ^a   Xie, Juan ^a   Luo, Jian Qun ^a  

^a EAST CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Chemometrics; Improved and simplified K nearest neighbors; Near infrared; Optimization of principal component number; Pattern recognition of multi categories; Tobacco

Indexed keywords

AGRICULTURAL PRODUCTS; BLENDING; CURING; FLUES; INFRARED DEVICES; INFRARED SPECTROSCOPY; OPTIMIZATION; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS;

CHEMOMETRICS; CLASSIFICATION MODELS; CROSS VALIDATIONS; IMPROVED AND SIMPLIFIED K-NEAREST NEIGHBORS; KNN CLASSIFICATIONS; NEAR INFRARED; NEAR INFRARED SPECTRUMS; PATTERN RECOGNITION METHODS; POWDER SAMPLES; RAPID METHODS; TOBACCO INDUSTRIES; TOBACCO LEAVES; TOBACCO MARKETS; TOBACCO PLANTS;

TOBACCO;

ARTICLE; CHEMOMETRICS; CHINA; CLASSIFICATION ALGORITHM; GENOTYPE; K NEAREST NEIGHBORS CLASSIFICATION ALGORITHM; NEAR INFRARED REFLECTANCE SPECTROSCOPY; NONHUMAN; PLANT IDENTIFICATION; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; TOBACCO; VALIDATION PROCESS;

ALGORITHMS; CHINA; PATTERN RECOGNITION, AUTOMATED; PLANT LEAVES; REPRODUCIBILITY OF RESULTS; SPECTROSCOPY, NEAR-INFRARED; TOBACCO;

NICOTIANA OBTUSIFOLIA; NICOTIANA TABACUM;

EID: 57749183648     PISSN: 00032670     EISSN: 18734324     Source Type: Journal    
DOI: 10.1016/j.aca.2008.11.044     Document Type: Article

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