Concepedia

Comparison of the performance of different one-dimensional convolutional neural network models-based near-infrared spectra for determination of chlorpyrifos residues in corn oil

Yingchao Xue, Chengyun Zhu, Hui Jiang

Infrared Physics & Technology · 2023 · 18 citations · 18 references

Concepts

PharmacyChemistryFood ScienceAnalytical ChemistrySpectroscopic AnalysisSpectroscopyInfrared SpectroscopyNear-infrared SpectroscopyPesticide Residue AnalysisSpectral Data ProcessingSpectroscopic Food AnalysisSpectroscopic Method ValidationAnalytical Detection Of Organic PollutantsInfrared Spectroscopic AnalysisNear-infrared SensingPattern Recognition ModelsQuantitative Near-infrared Spectroscopy

References

18

On-line application of near infrared (NIR) spectroscopy in food production

Jan U. Porep, Dietmar R. Kammerer, Reinhold Carle · Trends in Food Science & Technology · 2015 · 601 citations

Natural Sciences, Agricultural Engineering, Food Science +14

One‐dimensional convolutional neural networks for spectroscopic signal regression

Salim Malek, Farid Melgani, Yakoub Bazi · Journal of Chemometrics · 2017 · 243 citations

Computing, Chemistry, Computer Science +15

Near-infrared hyperspectral imaging technology combined with deep convolutional generative adversarial network to predict oil content of single maize kernel

Liu Zhang, Yaqian Wang, Yaoguang Wei et al. · Food Chemistry · 2021 · 137 citations

Agriculture, Agricultural Engineering, Crop Sciences +16

Deep learning data augmentation for Raman spectroscopy cancer tissue classification

Man Wu, Shuwen Wang, Shirui Pan et al. · Scientific Reports · 2021 · 89 citations · Full text

Computing, Computer Science, Oncology +17

Energy data generation with Wasserstein Deep Convolutional Generative Adversarial Networks

Jianbin Li, Zhiqiang Chen, Long Cheng et al. · Energy · 2022 · 72 citations · Full text

Computing, Computer Science, Data Science +17