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

No abstract is available for this paper.

• Publication year

  2009

• Venue

  Analytica Chimica Acta

• Publication date

  2009-02-02

• Fields of study

  Agricultural And Food Sciences, Medicine, Chemistry

• Identifiers
  DOI 10.1016/j.aca.2008.11.044PMID 19110114
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Study of the feasibility of distinguishing cigarettes of different brands using an Adaboost algorithm and near-infrared spectroscopy

  2007cited by this paper
• Usefulness of near-infrared reflectance (NIR) spectroscopy and chemometrics to discriminate fishmeal batches made with different fish species.

  2005cited by this paper
• Classification of bread wheat flours in different quality categories by a wavelet-based feature selection/classification algorithm on NIR spectra

  2005cited by this paper
• Determination of total nitrogen content, pH, density, refractive index, and brix in Thai fish sauces and their classification by near-infrared spectroscopy with searching combination moving window partial least squares.

  2005cited by this paper
• [Research on the nonlinear model of near infrared spectroscopy and the total sugar of tobacco samples].

  2004cited by this paper
• Application of near-infrared spectroscopy to the determination of the sites of manufacture of proprietary products.

  2004cited by this paper
• KNN Model-Based Approach in Classification

  2003cited by this paper
• Modeling the evolution of volatile species during tobacco pyrolysis

  2003cited by this paper
• Improvement of predicting precision of oil content in instant noodles by using wavelet transforms to treat near-infrared spectroscopy

  2002cited by this paper
• Fast identification of Echinacea purpurea dried roots using near-infrared spectroscopy.

  2002cited by this paper
• A flexible classification approach with optimal generalisation performance: support vector machines

  2002cited by this paper
• Classification of cultivation area of ginseng by near infrared spectroscopy and ICP-AES

  2002cited by this paper
• Classification and analysis of citrus oils by NIR spectroscopy

  2001cited by this paper
• Identification of counterfeit drugs using near-infrared spectroscopy.

  2001cited by this paper
• Calibration of somatic cell count in milk based on near-infrared spectroscopy

  2001cited by this paper
• Real-time classification of petroleum products using near-infrared spectra

  2000cited by this paper
• Near Infrared Spectrometry and Pattern Recognition as Screening Methods for the Authentication of Virgin Olive Oils of Very Close Geographical Origins

  2000cited by this paper
• Linear and non-linear pattern recognition models for classification of fruit from visible–near infrared spectra

  2000cited by this paper
• Application of near-infrared reflectance spectroscopy to the simultaneous prediction of alkaloids and phenolic substances in green tea leaves.

  1999cited by this paper
• Discrimination of herbal medicines according to geographical origin with near infrared reflectance spectroscopy and pattern recognition techniques.

  1999cited by this paper
• Classification of cultivation area of ginseng radix with NIR and Raman spectroscopy

  1999cited by this paper
• Applying Artificial Neural Networks: Part II. Using near Infrared Data to Classify Tobacco Types and Identify Native Grown Tobacco

  1997cited by this paper
• Authentication of Coffee Bean Variety by Near-infrared Reflectance Spectroscopy of Dried Extract

  1996cited by this paper
• Compensation for particle size effects in near infrared reflectance

  1991cited by this paper

• Chemometrics-driven discrimination of flue-cured tobacco aroma types via GC-MS/MS and multivariate analysis

  2025cites this paper
• Rapid identification of Liubao tea vintage based on terahertz spectroscopy combined with improved differentiated creative search algorithm

  2025cites this paper
• Construction and interpretation of tobacco leaf position discrimination model based on interpretable machine learning

  2025cites this paper
• Discrimination model of geographical area from coconut milk by near-infrared spectroscopy: Exploration in tandem with classical chemometrics, machine learning, and deep learning

  2024cites this paper
• Capability of short Vis-NIR band tandem with machine learning to rapidly predict NPK content in tropical farmland: A case study of Aceh Province agricultural soil dry land, Indonesia

  2024cites this paper
• Rapid Detection of Total Viable Count in Intact Beef Dishes Based on NIR Hyperspectral Hybrid Model

  2023cites this paper
• Improving transferability and service life of the calibration model of total plant alkaloids in tobacco leaves on seven NIR spectroscopy devices by multi-step wavelength selection methods

  2023cites this paper
• Transferring near infrared spectral calibration models without standards via multistep wavelength selection

  2023cites this paper
• A multivariable signal conversion strategy for quality assessment of Gastrodiae rhizome based on convolutional neural network

  2023cites this paper
• Rapid quality assessment of Gentianae Macrophyllae Radix based on near‐infrared spectroscopy and capillary electrophoresis

  2023cites this paper
• Feasibility of an NIR spectral calibration transfer algorithm based on optimized feature variables to predict tobacco samples in different states.

  2023cites this paper
• Modeling method and miniaturized wavelength strategy for near-infrared spectroscopic discriminant analysis of soy sauce brand identification.

  2022cites this paper
• Implementation of Apple’s automatic sorting system based on machine learning

  2022cites this paper
• Simulated Spectral Strategy to Enhance Numerical Tobacco Blending Based on Near-Infrared (NIR) Diffuse Reflectance Spectroscopy and Calibration Transfer

  2022cites this paper
• Near infrared spectroscopy and machine learning classifier of crosslink density level of prevulcanized natural rubber latex

  2022cites this paper
• Rapid determination of Panax notoginseng origin by terahertz spectroscopy combined with the machine learning method

  2022cites this paper
• Quantitative Determination of Sucrose Adulterated in Red Ginseng by Terahertz Time-Domain Spectroscopy (THz-TDS) with Monte Carlo Uninformative Variable Elimination (MCUVE) and Support Vector Regression (SVR)

  2022cites this paper
• Auto-classification of biomass through characterization of their pyrolysis behaviors using thermogravimetric analysis with support vector machine algorithm: case study for tobacco

  2021cites this paper
• Discrimination of Fresh Tobacco Leaves with Different Maturity Levels by Near-Infrared (NIR) Spectroscopy and Deep Learning

  2021cites this paper
• The method of calibration model transfer by optimizing wavelength combinations based on consistent and stable spectral signals.

  2020cites this paper
• Determination of routine chemicals, physical indices and macromolecular substances in reconstituted tobacco using near infrared spectroscopy combined with sample set partitioning

  2020cites this paper
• RETRACTED: The optimized evidence k-Nearest Neighbor based on FOA under the hesitant fuzzy environment and its application in classification

  2020cites this paper
• A residual neural network based method for the classification of tobacco cultivation regions using near-infrared spectroscopy sensors

  2020cites this paper
• Quality control of Notopterygii rhizoma et radix using near infrared spectroscopy and chemometrics

  2020cites this paper
• Simultaneous identification of geographical origin and grade of flue-cured tobacco using NIR spectroscopy

  2020cites this paper
• Auto Classification of Biomass through Characterization of their Pyrolysis Behaviors by using Thermogravimetric Analysis with Support Vector Machine Algorithm: Case Study for Tobacco

  2020cites this paper
• Quantitative Determination of the Fiber Components in Textiles by Near-Infrared Spectroscopy and Extreme Learning Machine

  2020cites this paper
• Construction of global and robust near-infrared calibration models based on hybrid calibration sets using Partial Least Squares (PLS) regression

  2019cites this paper
• Image processing approach for grading tobacco leaf based on color and quality

  2019cites this paper
• Qualitative analysis of the roots of Salvia miltiorrhiza and Salvia yunnanensis based on NIR, UHPLC and LC–MS‐MS

  2019cites this paper
• Early Detection of Magnaporthe oryzae-Infected Barley Leaves and Lesion Visualization Based on Hyperspectral Imaging

  2019cites this paper
• Support Vector Machine Optimized by Genetic Algorithm for Data Analysis of Near-Infrared Spectroscopy Sensors

  2018cites this paper
• Non-destructive Spectroscopy combined with chemometrics as a tool for Green Chemical Analysis of environmental samples: A review

  2016cites this paper
• Application of High Dimensional Feature Grouping Method in Near-Infrared Spectra of Identification of Tobacco Growing Areas

  2016cites this paper
• An Improved Hybrid RFVIM-KNN Method for High Dimensional Data

  2016cites this paper
• Manufacturer identification and storage time determination of “Dong’e Ejiao” using near infrared spectroscopy and chemometrics

  2016cites this paper
• Classification of the fragrant styles and evaluation of the aromatic quality of flue-cured tobacco leaves by machine-learning methods

  2016influential citation
• Characterization of Tobacco with Near-Infrared Spectroscopy with Competitive Adaptive Reweighted Sampling and Partial Least Squares Discrimination

  2016cites this paper
• Identification of Specific Liquor Based on Near-Infrared Spectroscopy Technology

  2016cites this paper
• An Improved K-Nearest Neighbor Model for Road Speed Forecast Based on Spatiotemporal Correlation

  2015cites this paper
• [Identification of adulterants in adulterated milks by near infrared spectroscopy combined with non-linear pattern recognition methods].

  2014cites this paper
• Rapid identification of adulterated cow milk by non-linear pattern recognition methods based on near infrared spectroscopy.

  2014cites this paper
• PROGRAMA DE PÓS-GRADUAÇÃO EM SISTEMAS E PROCESSOS INDUSTRIAIS - MESTRADO ÁREA DE CONTROLE E OTIMIZAÇÃO DE PROCESSOS INDUSTRIAIS

  2014cites this paper
• Fusion of Texture Features and SBS Method for Classification of Tobacco Leaves for Automatic Harvesting

  2013cites this paper
• [Tobacco quality analysis of producing areas of Yunnan tobacco using near-infrared (NIR) spectrum].

  2013cites this paper
• A support vector machine discriminator for tobacco growing areas based on near-infrared spectrum

  2012cites this paper
• Recent Trends on the Use of Infrared Spectroscopy to Trace and Authenticate Natural and Agricultural Food Products

  2012cites this paper
• Discrimination of plant samples using near-infrared spectroscopy with a principal component accumulation method

  2012cites this paper
• Determination of 27 chemical constituents in Chinese southwest tobacco by FT-NIR spectroscopy

  2012cites this paper
• [Tobacco quality analysis of industrial classification of different producing area using near-infrared (NIR) spectrum].

  2012cites this paper
• [Research on characteristic of tobaccos from different ecological environments base on near infrared spectroscopy].

  2012cites this paper
• [Tobacco quality analysis of industrial classification of different years using near-infrared (NIR) spectrum].

  2012cites this paper
• [The application of near-infrared diffuse reflection spectra based on the principle of linear additive in tobacco redrying formula].

  2011cites this paper
• Two-dimensional fingerprinting approach for comparison of complex substances analysed by HPLC-UV and fluorescence detection.

  2011cites this paper
• Discrimination of industrial products by on-line near infrared spectroscopy with an improved dendrogram

  2011cites this paper
• Multivariate chemometric discrimination of cigarette tobacco blends based on the UV-Vis spectrum of their hydrophilic extracts.

  2011influential citation
• [A new discrimination method of maize seed varieties based on near-infrared spectroscopy].

  2010cites this paper
• Spots and color based ripeness evaluation of tobacco leaves for automatic harvesting

  2010cites this paper
• A random forest of combined features in the classification of cut tobacco based on gas chromatography fingerprinting.

  2010cites this paper
• Estimation of chlorophyll and nitrogen in double-cropping rice based on machine learning

  year unknowncites this paper