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Rapid traceability of coffee bean by integrating an electronic tongue with knowledge distillation and transfer learning | Synapse
March 3, 2026
Rapid traceability of coffee bean by integrating an electronic tongue with knowledge distillation and transfer learning
SX
Shuai Xu
Xihua University
ZW
Zhiqiang Wang
TH
Tianrui Han
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Puntos clave
The electronic tongue effectively differentiates coffee bean origins, enhancing traceability with precision.
Using transfer learning, this method achieves up to 95% accuracy in origin identification, showcasing its efficacy.
Analysis incorporates data from various sources to streamline and improve the traceability process.
Findings suggest potential implementation in quality control, though real-world testing is needed for validation.
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Xu et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75cd8c6e9836116a260f9
https://doi.org/https://doi.org/10.1016/j.jfoodeng.2026.113001