Freshness measurement of eggs using near infrared (NIR) spectroscopy and multivariate data analysis

@inproceedings{Lin2011FreshnessMO,
  title={Freshness measurement of eggs using near infrared (NIR) spectroscopy and multivariate data analysis},
  author={Hao Lin and Jiewen Zhao and Li Sun and Quansheng Chen and Fang Fang Zhou},
  year={2011}
}
Abstract Near infrared (NIR) spectroscopy combined with multivariate analysis were attempted to determine freshness of eggs. Independent component analysis (ICA) and principle component analysis (PCA) algorithms were performed comparatively to extract effective features from the original data. Artificial neural network combined with genetic algorithms (GA–ANN) were employed to calibrate regression model. Some parameters of GA–ANN model were optimized by cross-validation in building models. The… CONTINUE READING

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