Ensemble Multivariate Calibration Based on Mutual Information for Food Analysis Using Near-Infrared Spectroscopy

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Ensemble Multivariate Calibration Based on Mutual Information for Food Analysis Using Near-Infrared Spectroscopy

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im Oktober 2010 veröffentlichter wissenschaftlicher Artikel

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wetenschappelijk artikel

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наукова стаття, опублікована в жовтні 2010

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Ensemble Multivariate Calibrat ...... ing Near-Infrared Spectroscopy

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Ensemble Multivariate Calibrat ...... ing Near-Infrared Spectroscopy

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Ensemble Multivariate Calibrat ...... ing Near-Infrared Spectroscopy

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Ensemble Multivariate Calibrat ...... ing Near-Infrared Spectroscopy

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Ensemble Multivariate Calibrat ...... ing Near-Infrared Spectroscopy

@en

Ensemble Multivariate Calibrat ...... ing Near-Infrared Spectroscopy

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P1476

Ensemble Multivariate Calibrat ...... ing Near-Infrared Spectroscopy

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P2093

Chao Tan

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Jinyue Wang

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Menglong Li

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Xin Qin

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P2860

A review of near infrared spectroscopy and chemometrics in pharmaceutical technologies

A feasibility study on the use of visible and short wavelengths in the near-infrared region for the non-destructive measurement of wine composition.

An ensemble method based on a self-organizing map for near-infrared spectral calibration of complex beverage samples.

Mutual information-induced interval selection combined with kernel partial least squares for near-infrared spectral calibration.

Near-infrared diffuse reflectance spectroscopy and neural networks for measuring nutritional parameters in chocolate samples.

A consensus least squares support vector regression (LS-SVR) for analysis of near-infrared spectra of plant samples.

Quantitative analysis of routine chemical constituents in tobacco by near-infrared spectroscopy and support vector machine.

Comparison of calibrations for the determination of soluble solids content and pH of rice vinegars using visible and short-wave near infrared spectroscopy.

A method for near-infrared spectral calibration of complex plant samples with wavelet transform and elimination of uninformative variables.

Multivariate calibration with least-squares support vector machines.

P304

2640-2651

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P31

scholarly article

P356

10.1080/00032711003731373

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P433

http://www.w3.org/2001/XMLSchema#string

P478

http://www.w3.org/2001/XMLSchema#string

P577

2010-10-12T00:00:00Z

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P921

infrared spectroscopy