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Updated: Jun 16, 2025

Protocol for Data Collection and Analysis Applied to Automated Facial Expression Analysis Technology and Temporal Analysis for Sensory Evaluation
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Protocol for Data Collection and Analysis Applied to Automated Facial Expression Analysis Technology and Temporal Analysis for Sensory Evaluation

Published on: August 26, 2016

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一项基于多变量数据融合和KNN-Attention-LSTM-XGBoost建模的Daqu时间序列预测和酸度分析研究

Haili Yang1, Hao Xia2, Sai Liu3

  • 1School of Mechanical Engineering, Sichuan University of Science and Engineering, Yibin, 644000, China.

Bioprocess and biosystems engineering
|June 14, 2025
PubMed
概括

这项研究引入了一种新的KNN-Attention-LSTM-XGBoost模型,用于实时预测发酵期间的Daqu酸度,改善传统中国造品质的质量控制.

关键词:
注意-LSTM-XGBoost 在使用.达奎的酸度是多的达库微环境是一个微环境.在 KNN KNN 标签上.在LSTM-XGBoost中使用.在XGBoost中使用.

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